Dataset statistics
| Number of variables | 52 |
|---|---|
| Number of observations | 37472 |
| Missing cells | 55496 |
| Missing cells (%) | 2.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 9.4 MiB |
| Average record size in memory | 264.1 B |
Variable types
| Categorical | 23 |
|---|---|
| Numeric | 26 |
| DateTime | 3 |
age is highly overall correlated with lab_urea and 1 other fields | High correlation |
delta_days_death is highly overall correlated with hospital_outcome and 1 other fields | High correlation |
hospital_outcome is highly overall correlated with delta_days_death | High correlation |
inpatient_days is highly overall correlated with delta_days_death | High correlation |
lab_alt is highly overall correlated with lab_ast | High correlation |
lab_ast is highly overall correlated with lab_alt and 1 other fields | High correlation |
lab_creatinine is highly overall correlated with lab_urea and 1 other fields | High correlation |
lab_hct is highly overall correlated with lab_hemoglobin and 1 other fields | High correlation |
lab_hemoglobin is highly overall correlated with lab_hct and 1 other fields | High correlation |
lab_ldh is highly overall correlated with lab_ast | High correlation |
lab_leukocyte is highly overall correlated with lab_lymphocyte_percentage and 1 other fields | High correlation |
lab_lymphocyte is highly overall correlated with lab_lymphocyte_percentage and 1 other fields | High correlation |
lab_lymphocyte_percentage is highly overall correlated with lab_leukocyte and 3 other fields | High correlation |
lab_mch is highly overall correlated with lab_mcv | High correlation |
lab_mcv is highly overall correlated with lab_mch | High correlation |
lab_neutrophil is highly overall correlated with lab_leukocyte and 2 other fields | High correlation |
lab_neutrophil_percentage is highly overall correlated with lab_lymphocyte and 2 other fields | High correlation |
lab_rbc is highly overall correlated with lab_hct and 1 other fields | High correlation |
lab_urea is highly overall correlated with age and 1 other fields | High correlation |
num_shots is highly overall correlated with vaccinated and 2 other fields | High correlation |
pmhx_ckd is highly overall correlated with lab_creatinine | High correlation |
pmhx_htn is highly overall correlated with age | High correlation |
vaccinated is highly overall correlated with num_shots and 2 other fields | High correlation |
wave_3 is highly overall correlated with num_shots and 1 other fields | High correlation |
wave_7 is highly overall correlated with num_shots and 1 other fields | High correlation |
icu is highly imbalanced (54.3%) | Imbalance |
pmhx_chronicliver is highly imbalanced (55.2%) | Imbalance |
pmhx_stroke is highly imbalanced (69.9%) | Imbalance |
death_datetime has 27748 (74.0%) missing values | Missing |
delta_days_death has 27748 (74.0%) missing values | Missing |
lab_alt is highly skewed (γ1 = 22.82635265) | Skewed |
lab_ast is highly skewed (γ1 = 30.02483039) | Skewed |
lab_leukocyte is highly skewed (γ1 = 45.09689427) | Skewed |
lab_lymphocyte is highly skewed (γ1 = 61.95799844) | Skewed |
num_shots has 22863 (61.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-01-16 08:21:15.954832 |
|---|---|
| Analysis finished | 2024-01-16 08:24:08.409827 |
| Duration | 2 minutes and 52.45 seconds |
| Software version | ydata-profiling vv4.6.2 |
| Download configuration | config.json |
sex
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37472 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 21552 | |
| 1 | 15920 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 21552 | |
| 1 | 15920 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 21552 | |
| 1 | 15920 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37472 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 21552 | |
| 1 | 15920 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37472 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 21552 | |
| 1 | 15920 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 21552 | |
| 1 | 15920 |
age
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 89 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.090334 |
| Minimum | 18 |
|---|---|
| Maximum | 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 54 |
| median | 68 |
| Q3 | 80 |
| 95-th percentile | 91 |
| Maximum | 108 |
| Range | 90 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 17.430654 |
|---|---|
| Coefficient of variation (CV) | 0.26373983 |
| Kurtosis | -0.57663514 |
| Mean | 66.090334 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.405563 |
| Sum | 2476537 |
| Variance | 303.82769 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 78 | 829 | 2.2% |
| 75 | 826 | 2.2% |
| 77 | 825 | 2.2% |
| 76 | 824 | 2.2% |
| 85 | 818 | 2.2% |
| 86 | 792 | 2.1% |
| 84 | 761 | 2.0% |
| 73 | 758 | 2.0% |
| 87 | 757 | 2.0% |
| 88 | 754 | 2.0% |
| Other values (79) | 29528 |
| Value | Count | Frequency (%) |
| 18 | 49 | |
| 19 | 36 | 0.1% |
| 20 | 48 | |
| 21 | 56 | |
| 22 | 55 | |
| 23 | 77 | |
| 24 | 74 | |
| 25 | 93 | |
| 26 | 116 | |
| 27 | 114 |
| Value | Count | Frequency (%) |
| 108 | 1 | < 0.1% |
| 105 | 2 | < 0.1% |
| 104 | 2 | < 0.1% |
| 103 | 4 | < 0.1% |
| 102 | 5 | < 0.1% |
| 101 | 14 | < 0.1% |
| 100 | 29 | 0.1% |
| 99 | 31 | 0.1% |
| 98 | 79 | |
| 97 | 92 |
num_shots
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.96338599 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 22863 |
| Zeros (%) | 61.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.2939069 |
|---|---|
| Coefficient of variation (CV) | 1.3430826 |
| Kurtosis | -1.0151536 |
| Mean | 0.96338599 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.80101994 |
| Sum | 36100 |
| Variance | 1.6741951 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 22863 | |
| 3 | 7322 | 19.5% |
| 2 | 5024 | 13.4% |
| 1 | 1667 | 4.4% |
| 4 | 561 | 1.5% |
| 5 | 35 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 22863 | |
| 1 | 1667 | 4.4% |
| 2 | 5024 | 13.4% |
| 3 | 7322 | 19.5% |
| 4 | 561 | 1.5% |
| 5 | 35 | 0.1% |
| Value | Count | Frequency (%) |
| 5 | 35 | 0.1% |
| 4 | 561 | 1.5% |
| 3 | 7322 | 19.5% |
| 2 | 5024 | 13.4% |
| 1 | 1667 | 4.4% |
| 0 | 22863 |
type_center
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.5 KiB |
| Regional Hospital | |
|---|---|
| Specialized Hospital | |
| County Hospital |
Length
| Max length | 20 |
|---|---|
| Median length | 17 |
| Mean length | 17.671675 |
| Min length | 15 |
Characters and Unicode
| Total characters | 662193 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | County Hospital |
|---|---|
| 2nd row | County Hospital |
| 3rd row | County Hospital |
| 4th row | County Hospital |
| 5th row | County Hospital |
Common Values
| Value | Count | Frequency (%) |
| Regional Hospital | 14969 | |
| Specialized Hospital | 14035 | |
| County Hospital | 8468 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| hospital | 37472 | |
| regional | 14969 | 20.0% |
| specialized | 14035 | 18.7% |
| county | 8468 | 11.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 80511 | |
| a | 66476 | |
| l | 66476 | |
| o | 60909 | |
| p | 51507 | 7.8% |
| t | 45940 | 6.9% |
| e | 43039 | 6.5% |
| s | 37472 | 5.7% |
| 37472 | 5.7% | |
| H | 37472 | 5.7% |
| Other values (10) | 134919 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 549777 | |
| Uppercase Letter | 74944 | 11.3% |
| Space Separator | 37472 | 5.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 80511 | |
| a | 66476 | |
| l | 66476 | |
| o | 60909 | |
| p | 51507 | |
| t | 45940 | |
| e | 43039 | |
| s | 37472 | |
| n | 23437 | 4.3% |
| g | 14969 | 2.7% |
| Other values (5) | 59041 |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 37472 | |
| R | 14969 | 20.0% |
| S | 14035 | 18.7% |
| C | 8468 | 11.3% |
Space Separator
| Value | Count | Frequency (%) |
| 37472 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 624721 | |
| Common | 37472 | 5.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 80511 | |
| a | 66476 | |
| l | 66476 | |
| o | 60909 | |
| p | 51507 | |
| t | 45940 | |
| e | 43039 | 6.9% |
| s | 37472 | 6.0% |
| H | 37472 | 6.0% |
| n | 23437 | 3.8% |
| Other values (9) | 111482 |
Common
| Value | Count | Frequency (%) |
| 37472 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 662193 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 80511 | |
| a | 66476 | |
| l | 66476 | |
| o | 60909 | |
| p | 51507 | 7.8% |
| t | 45940 | 6.9% |
| e | 43039 | 6.5% |
| s | 37472 | 5.7% |
| 37472 | 5.7% | |
| H | 37472 | 5.7% |
| Other values (10) | 134919 |
vaccinated
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37472 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 22863 | |
| 1 | 14609 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 22863 | |
| 1 | 14609 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 22863 | |
| 1 | 14609 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37472 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 22863 | |
| 1 | 14609 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37472 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 22863 | |
| 1 | 14609 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 22863 | |
| 1 | 14609 |
icu
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37472 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 33871 | |
| 1 | 3601 | 9.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 33871 | |
| 1 | 3601 | 9.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 33871 | |
| 1 | 3601 | 9.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37472 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 33871 | |
| 1 | 3601 | 9.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37472 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 33871 | |
| 1 | 3601 | 9.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 33871 | |
| 1 | 3601 | 9.6% |
inpatient_days
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 159 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.3576 |
| Minimum | 0 |
|---|---|
| Maximum | 404 |
| Zeros | 130 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 8 |
| Q3 | 13 |
| 95-th percentile | 32 |
| Maximum | 404 |
| Range | 404 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 12.912468 |
|---|---|
| Coefficient of variation (CV) | 1.136901 |
| Kurtosis | 78.299992 |
| Mean | 11.3576 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 6.0260633 |
| Sum | 425592 |
| Variance | 166.73182 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 3341 | 8.9% |
| 5 | 3305 | 8.8% |
| 4 | 3181 | 8.5% |
| 7 | 3065 | 8.2% |
| 8 | 2615 | 7.0% |
| 3 | 2550 | 6.8% |
| 9 | 2163 | 5.8% |
| 10 | 1829 | 4.9% |
| 11 | 1613 | 4.3% |
| 2 | 1578 | 4.2% |
| Other values (149) | 12232 |
| Value | Count | Frequency (%) |
| 0 | 130 | 0.3% |
| 1 | 793 | 2.1% |
| 2 | 1578 | |
| 3 | 2550 | |
| 4 | 3181 | |
| 5 | 3305 | |
| 6 | 3341 | |
| 7 | 3065 | |
| 8 | 2615 | |
| 9 | 2163 |
| Value | Count | Frequency (%) |
| 404 | 1 | |
| 309 | 1 | |
| 276 | 1 | |
| 273 | 1 | |
| 250 | 1 | |
| 244 | 1 | |
| 225 | 1 | |
| 212 | 1 | |
| 204 | 1 | |
| 203 | 2 |
| Distinct | 703 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 585.5 KiB |
| Minimum | 2020-12-21 00:00:00 |
|---|---|
| Maximum | 2022-11-28 00:00:00 |
| Distinct | 705 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 585.5 KiB |
| Minimum | 2020-12-22 00:00:00 |
|---|---|
| Maximum | 2022-11-30 00:00:00 |
hospital_outcome
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37472 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 30252 | |
| 1 | 7220 | 19.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 30252 | |
| 1 | 7220 | 19.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 30252 | |
| 1 | 7220 | 19.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37472 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 30252 | |
| 1 | 7220 | 19.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37472 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 30252 | |
| 1 | 7220 | 19.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 30252 | |
| 1 | 7220 | 19.3% |
death_datetime
Date
MISSING 
| Distinct | 783 |
|---|---|
| Distinct (%) | 8.1% |
| Missing | 27748 |
| Missing (%) | 74.0% |
| Memory size | 585.5 KiB |
| Minimum | 2020-12-22 00:00:00 |
|---|---|
| Maximum | 2023-02-23 00:00:00 |
delta_days_death
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 626 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 27748 |
| Missing (%) | 74.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.127931 |
| Minimum | 0 |
|---|---|
| Maximum | 772 |
| Zeros | 62 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 622.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| median | 16 |
| Q3 | 53.25 |
| 95-th percentile | 360.85 |
| Maximum | 772 |
| Range | 772 |
| Interquartile range (IQR) | 46.25 |
Descriptive statistics
| Standard deviation | 126.43216 |
|---|---|
| Coefficient of variation (CV) | 1.8558051 |
| Kurtosis | 8.616077 |
| Mean | 68.127931 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 2.8880705 |
| Sum | 662476 |
| Variance | 15985.091 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 426 | 1.1% |
| 3 | 425 | 1.1% |
| 6 | 387 | 1.0% |
| 5 | 362 | 1.0% |
| 2 | 356 | 1.0% |
| 9 | 348 | 0.9% |
| 8 | 331 | 0.9% |
| 7 | 323 | 0.9% |
| 1 | 315 | 0.8% |
| 10 | 299 | 0.8% |
| Other values (616) | 6152 | 16.4% |
| (Missing) | 27748 |
| Value | Count | Frequency (%) |
| 0 | 62 | 0.2% |
| 1 | 315 | |
| 2 | 356 | |
| 3 | 425 | |
| 4 | 426 | |
| 5 | 362 | |
| 6 | 387 | |
| 7 | 323 | |
| 8 | 331 | |
| 9 | 348 |
| Value | Count | Frequency (%) |
| 772 | 1 | |
| 749 | 1 | |
| 748 | 1 | |
| 742 | 1 | |
| 739 | 1 | |
| 737 | 2 | |
| 735 | 2 | |
| 734 | 1 | |
| 732 | 1 | |
| 730 | 2 |
wave_3
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37472 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 25530 | |
| 1 | 11942 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 25530 | |
| 1 | 11942 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 25530 | |
| 1 | 11942 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37472 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 25530 | |
| 1 | 11942 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37472 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 25530 | |
| 1 | 11942 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 25530 | |
| 1 | 11942 |
wave_4
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37472 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 30375 | |
| 1 | 7097 | 18.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 30375 | |
| 1 | 7097 | 18.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 30375 | |
| 1 | 7097 | 18.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37472 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 30375 | |
| 1 | 7097 | 18.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37472 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 30375 | |
| 1 | 7097 | 18.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 30375 | |
| 1 | 7097 | 18.9% |
wave_5
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37472 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 32357 | |
| 1 | 5115 | 13.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 32357 | |
| 1 | 5115 | 13.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 32357 | |
| 1 | 5115 | 13.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37472 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 32357 | |
| 1 | 5115 | 13.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37472 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 32357 | |
| 1 | 5115 | 13.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 32357 | |
| 1 | 5115 | 13.7% |
wave_6
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37472 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 30469 | |
| 1 | 7003 | 18.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 30469 | |
| 1 | 7003 | 18.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 30469 | |
| 1 | 7003 | 18.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37472 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 30469 | |
| 1 | 7003 | 18.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37472 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 30469 | |
| 1 | 7003 | 18.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 30469 | |
| 1 | 7003 | 18.7% |
wave_7
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37472 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 31157 | |
| 1 | 6315 | 16.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 31157 | |
| 1 | 6315 | 16.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 31157 | |
| 1 | 6315 | 16.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37472 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 31157 | |
| 1 | 6315 | 16.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37472 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 31157 | |
| 1 | 6315 | 16.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 31157 | |
| 1 | 6315 | 16.9% |
pmhx_activecancer
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37472 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 32021 | |
| 1 | 5451 | 14.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 32021 | |
| 1 | 5451 | 14.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 32021 | |
| 1 | 5451 | 14.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37472 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 32021 | |
| 1 | 5451 | 14.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37472 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 32021 | |
| 1 | 5451 | 14.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 32021 | |
| 1 | 5451 | 14.5% |
pmhx_asthma
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37472 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 32443 | |
| 1 | 5029 | 13.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 32443 | |
| 1 | 5029 | 13.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 32443 | |
| 1 | 5029 | 13.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37472 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 32443 | |
| 1 | 5029 | 13.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37472 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 32443 | |
| 1 | 5029 | 13.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 32443 | |
| 1 | 5029 | 13.4% |
pmhx_chf
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37472 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 28744 | |
| 1 | 8728 | 23.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 28744 | |
| 1 | 8728 | 23.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 28744 | |
| 1 | 8728 | 23.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37472 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 28744 | |
| 1 | 8728 | 23.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37472 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 28744 | |
| 1 | 8728 | 23.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 28744 | |
| 1 | 8728 | 23.3% |
pmhx_chronicliver
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37472 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 33971 | |
| 1 | 3501 | 9.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 33971 | |
| 1 | 3501 | 9.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 33971 | |
| 1 | 3501 | 9.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37472 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 33971 | |
| 1 | 3501 | 9.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37472 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 33971 | |
| 1 | 3501 | 9.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 33971 | |
| 1 | 3501 | 9.3% |
pmhx_ckd
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37472 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 31069 | |
| 1 | 6403 | 17.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 31069 | |
| 1 | 6403 | 17.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 31069 | |
| 1 | 6403 | 17.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37472 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 31069 | |
| 1 | 6403 | 17.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37472 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 31069 | |
| 1 | 6403 | 17.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 31069 | |
| 1 | 6403 | 17.1% |
pmhx_copd
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37472 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 29487 | |
| 1 | 7985 | 21.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 29487 | |
| 1 | 7985 | 21.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 29487 | |
| 1 | 7985 | 21.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37472 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 29487 | |
| 1 | 7985 | 21.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37472 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 29487 | |
| 1 | 7985 | 21.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 29487 | |
| 1 | 7985 | 21.3% |
pmhx_dementia
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37472 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 30879 | |
| 1 | 6593 | 17.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 30879 | |
| 1 | 6593 | 17.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 30879 | |
| 1 | 6593 | 17.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37472 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 30879 | |
| 1 | 6593 | 17.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37472 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 30879 | |
| 1 | 6593 | 17.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 30879 | |
| 1 | 6593 | 17.6% |
pmhx_diabetes
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37472 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 24076 | |
| 1 | 13396 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 24076 | |
| 1 | 13396 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 24076 | |
| 1 | 13396 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37472 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 24076 | |
| 1 | 13396 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37472 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 24076 | |
| 1 | 13396 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 24076 | |
| 1 | 13396 |
pmhx_hld
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.5 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37472 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 20414 | |
| 0 | 17058 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 20414 | |
| 0 | 17058 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 20414 | |
| 0 | 17058 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37472 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 20414 | |
| 0 | 17058 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37472 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 20414 | |
| 0 | 17058 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 20414 | |
| 0 | 17058 |
pmhx_htn
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.5 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37472 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 25096 | |
| 0 | 12376 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 25096 | |
| 0 | 12376 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 25096 | |
| 0 | 12376 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37472 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 25096 | |
| 0 | 12376 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37472 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 25096 | |
| 0 | 12376 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 25096 | |
| 0 | 12376 |
pmhx_ihd
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37472 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 32859 | |
| 1 | 4613 | 12.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 32859 | |
| 1 | 4613 | 12.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 32859 | |
| 1 | 4613 | 12.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37472 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 32859 | |
| 1 | 4613 | 12.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37472 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 32859 | |
| 1 | 4613 | 12.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 32859 | |
| 1 | 4613 | 12.3% |
pmhx_obesity
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37472 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 28035 | |
| 1 | 9437 | 25.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 28035 | |
| 1 | 9437 | 25.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 28035 | |
| 1 | 9437 | 25.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37472 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 28035 | |
| 1 | 9437 | 25.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37472 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 28035 | |
| 1 | 9437 | 25.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 28035 | |
| 1 | 9437 | 25.2% |
pmhx_stroke
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.5 KiB |
| 0 | |
|---|---|
| 1 | 2003 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37472 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 35469 | |
| 1 | 2003 | 5.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 35469 | |
| 1 | 2003 | 5.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 35469 | |
| 1 | 2003 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37472 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 35469 | |
| 1 | 2003 | 5.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37472 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 35469 | |
| 1 | 2003 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 35469 | |
| 1 | 2003 | 5.3% |
lab_alt
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 3915 |
|---|---|
| Distinct (%) | 10.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.7487 |
| Minimum | 0 |
|---|---|
| Maximum | 4308 |
| Zeros | 49 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 19 |
| median | 31 |
| Q3 | 43 |
| 95-th percentile | 95.4895 |
| Maximum | 4308 |
| Range | 4308 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 54.732262 |
|---|---|
| Coefficient of variation (CV) | 1.3769573 |
| Kurtosis | 1226.6947 |
| Mean | 39.7487 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 22.826353 |
| Sum | 1489463.3 |
| Variance | 2995.6205 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 1364 | 3.6% |
| 21 | 1276 | 3.4% |
| 14 | 1153 | 3.1% |
| 15 | 1070 | 2.9% |
| 11 | 1048 | 2.8% |
| 25 | 959 | 2.6% |
| 28 | 889 | 2.4% |
| 17 | 883 | 2.4% |
| 24 | 835 | 2.2% |
| 31 | 806 | 2.2% |
| Other values (3905) | 27189 |
| Value | Count | Frequency (%) |
| 0 | 49 | |
| 0.1 | 1 | < 0.1% |
| 0.35 | 1 | < 0.1% |
| 0.85 | 1 | < 0.1% |
| 0.88 | 1 | < 0.1% |
| 0.98 | 1 | < 0.1% |
| 1 | 16 | < 0.1% |
| 1.1 | 1 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| 1.84 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4308 | 1 | |
| 2188 | 1 | |
| 1993.65 | 1 | |
| 1685 | 1 | |
| 1643 | 1 | |
| 1641 | 1 | |
| 1368 | 1 | |
| 1251 | 1 | |
| 1208 | 1 | |
| 1196 | 1 |
lab_ast
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 5465 |
|---|---|
| Distinct (%) | 14.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.670894 |
| Minimum | 0 |
|---|---|
| Maximum | 4982 |
| Zeros | 212 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 25 |
| median | 37.33 |
| Q3 | 50 |
| 95-th percentile | 102 |
| Maximum | 4982 |
| Range | 4982 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 76.356505 |
|---|---|
| Coefficient of variation (CV) | 1.6360626 |
| Kurtosis | 1449.4775 |
| Mean | 46.670894 |
| Median Absolute Deviation (MAD) | 12.33 |
| Skewness | 30.02483 |
| Sum | 1748851.7 |
| Variance | 5830.3158 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25 | 1023 | 2.7% |
| 21 | 1006 | 2.7% |
| 28 | 1004 | 2.7% |
| 31 | 970 | 2.6% |
| 24 | 785 | 2.1% |
| 18 | 783 | 2.1% |
| 34 | 756 | 2.0% |
| 38 | 723 | 1.9% |
| 22 | 710 | 1.9% |
| 27 | 700 | 1.9% |
| Other values (5455) | 29012 |
| Value | Count | Frequency (%) |
| 0 | 212 | |
| 0.08 | 1 | < 0.1% |
| 0.09 | 1 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| 0.14 | 1 | < 0.1% |
| 0.17 | 1 | < 0.1% |
| 0.18 | 3 | < 0.1% |
| 0.21 | 3 | < 0.1% |
| 0.22 | 1 | < 0.1% |
| 0.31 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4982 | 1 | |
| 4854 | 1 | |
| 4212 | 1 | |
| 3101 | 1 | |
| 2862 | 1 | |
| 2770 | 1 | |
| 2673 | 1 | |
| 2240.07 | 1 | |
| 2180 | 1 | |
| 2157 | 1 |
lab_creatinine
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 745 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2014515 |
| Minimum | 0.09 |
|---|---|
| Maximum | 16.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 0.09 |
|---|---|
| 5-th percentile | 0.59 |
| Q1 | 0.79 |
| median | 0.99 |
| Q3 | 1.25 |
| 95-th percentile | 2.5 |
| Maximum | 16.5 |
| Range | 16.41 |
| Interquartile range (IQR) | 0.46 |
Descriptive statistics
| Standard deviation | 0.88370062 |
|---|---|
| Coefficient of variation (CV) | 0.73552751 |
| Kurtosis | 45.353988 |
| Mean | 1.2014515 |
| Median Absolute Deviation (MAD) | 0.23 |
| Skewness | 5.4190003 |
| Sum | 45020.79 |
| Variance | 0.78092678 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.19 | 764 | 2.0% |
| 0.9 | 724 | 1.9% |
| 1.2 | 682 | 1.8% |
| 0.84 | 589 | 1.6% |
| 0.73 | 575 | 1.5% |
| 0.8 | 551 | 1.5% |
| 0.78 | 548 | 1.5% |
| 0.82 | 543 | 1.4% |
| 0.99 | 542 | 1.4% |
| 0.81 | 541 | 1.4% |
| Other values (735) | 31413 |
| Value | Count | Frequency (%) |
| 0.09 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.17 | 1 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| 0.21 | 4 | |
| 0.23 | 3 | |
| 0.24 | 3 | |
| 0.25 | 2 | < 0.1% |
| 0.26 | 3 | |
| 0.27 | 6 |
| Value | Count | Frequency (%) |
| 16.5 | 1 | |
| 14.55 | 1 | |
| 14.22 | 1 | |
| 13.42 | 1 | |
| 13.3 | 1 | |
| 13.13 | 1 | |
| 13.08 | 1 | |
| 13.06 | 1 | |
| 13.05 | 1 | |
| 13.02 | 1 |
lab_crp
Real number (ℝ)
| Distinct | 5624 |
|---|---|
| Distinct (%) | 15.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100.76228 |
| Minimum | 0 |
|---|---|
| Maximum | 644.7 |
| Zeros | 9 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8.5 |
| Q1 | 40.1 |
| median | 89.3 |
| Q3 | 134.3 |
| 95-th percentile | 262.59 |
| Maximum | 644.7 |
| Range | 644.7 |
| Interquartile range (IQR) | 94.2 |
Descriptive statistics
| Standard deviation | 80.248396 |
|---|---|
| Coefficient of variation (CV) | 0.79641305 |
| Kurtosis | 2.9059477 |
| Mean | 100.76228 |
| Median Absolute Deviation (MAD) | 47.7 |
| Skewness | 1.4384892 |
| Sum | 3775764.2 |
| Variance | 6439.805 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 101.85 | 143 | 0.4% |
| 101.86 | 95 | 0.3% |
| 101.84 | 75 | 0.2% |
| 101.87 | 60 | 0.2% |
| 6 | 42 | 0.1% |
| 10.5 | 41 | 0.1% |
| 103 | 40 | 0.1% |
| 10.6 | 40 | 0.1% |
| 101.92 | 40 | 0.1% |
| 16 | 39 | 0.1% |
| Other values (5614) | 36857 |
| Value | Count | Frequency (%) |
| 0 | 9 | < 0.1% |
| 0.2 | 10 | |
| 0.3 | 5 | < 0.1% |
| 0.4 | 8 | < 0.1% |
| 0.5 | 10 | |
| 0.6 | 16 | |
| 0.7 | 15 | |
| 0.8 | 17 | |
| 0.9 | 12 | |
| 1 | 24 |
| Value | Count | Frequency (%) |
| 644.7 | 1 | |
| 642.3 | 1 | |
| 636.2 | 1 | |
| 629.1 | 1 | |
| 614.3 | 1 | |
| 610.9 | 1 | |
| 609.1 | 1 | |
| 606.5 | 1 | |
| 597 | 1 | |
| 588.7 | 1 |
lab_ddimer
Real number (ℝ)
| Distinct | 13382 |
|---|---|
| Distinct (%) | 35.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2335.1516 |
| Minimum | 0 |
|---|---|
| Maximum | 368520 |
| Zeros | 231 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 270 |
| Q1 | 561 |
| median | 1087.5 |
| Q3 | 2272.45 |
| 95-th percentile | 6098.5355 |
| Maximum | 368520 |
| Range | 368520 |
| Interquartile range (IQR) | 1711.45 |
Descriptive statistics
| Standard deviation | 6882.1317 |
|---|---|
| Coefficient of variation (CV) | 2.9471884 |
| Kurtosis | 516.49849 |
| Mean | 2335.1516 |
| Median Absolute Deviation (MAD) | 662.245 |
| Skewness | 17.04504 |
| Sum | 87502800 |
| Variance | 47363736 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 231 | 0.6% |
| 500 | 144 | 0.4% |
| 400 | 132 | 0.4% |
| 600 | 116 | 0.3% |
| 380 | 114 | 0.3% |
| 460 | 113 | 0.3% |
| 490 | 112 | 0.3% |
| 330 | 112 | 0.3% |
| 420 | 112 | 0.3% |
| 520 | 111 | 0.3% |
| Other values (13372) | 36175 |
| Value | Count | Frequency (%) |
| 0 | 231 | |
| 1 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8.56 | 1 | < 0.1% |
| 9.9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 12.32 | 1 | < 0.1% |
| 13.69 | 1 | < 0.1% |
| 14.67 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 368520 | 1 | |
| 316200 | 1 | |
| 257210 | 1 | |
| 216000 | 1 | |
| 157100 | 1 | |
| 148597 | 1 | |
| 147500 | 1 | |
| 138093 | 1 | |
| 136512 | 1 | |
| 130093 | 1 |
lab_glucose
Real number (ℝ)
| Distinct | 2102 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 140.85804 |
| Minimum | 5 |
|---|---|
| Maximum | 1156 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 86 |
| Q1 | 103 |
| median | 123 |
| Q3 | 149 |
| 95-th percentile | 267 |
| Maximum | 1156 |
| Range | 1151 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 66.831828 |
|---|---|
| Coefficient of variation (CV) | 0.4744623 |
| Kurtosis | 23.362109 |
| Mean | 140.85804 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 3.6780449 |
| Sum | 5278232.3 |
| Variance | 4466.4932 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 103 | 872 | 2.3% |
| 101 | 851 | 2.3% |
| 107 | 843 | 2.2% |
| 105 | 813 | 2.2% |
| 98 | 769 | 2.1% |
| 112 | 767 | 2.0% |
| 114 | 761 | 2.0% |
| 96 | 755 | 2.0% |
| 109 | 746 | 2.0% |
| 94 | 726 | 1.9% |
| Other values (2092) | 29569 |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 25 | 4 | |
| 26 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 29 | 2 |
| Value | Count | Frequency (%) |
| 1156 | 1 | |
| 1126 | 1 | |
| 1121 | 1 | |
| 1076 | 1 | |
| 1007 | 1 | |
| 983 | 1 | |
| 969 | 1 | |
| 952 | 1 | |
| 901 | 1 | |
| 867 | 1 |
lab_hct
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 883 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.790573 |
| Minimum | 0 |
|---|---|
| Maximum | 71 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 21.655 |
| Q1 | 37 |
| median | 40.4 |
| Q3 | 44.2 |
| 95-th percentile | 49.2 |
| Maximum | 71 |
| Range | 71 |
| Interquartile range (IQR) | 7.2 |
Descriptive statistics
| Standard deviation | 10.148214 |
|---|---|
| Coefficient of variation (CV) | 0.26161547 |
| Kurtosis | 6.9947347 |
| Mean | 38.790573 |
| Median Absolute Deviation (MAD) | 3.7 |
| Skewness | -2.4315329 |
| Sum | 1453560.4 |
| Variance | 102.98625 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4 | 892 | 2.4% |
| 0.3 | 704 | 1.9% |
| 39 | 582 | 1.6% |
| 43 | 474 | 1.3% |
| 44 | 455 | 1.2% |
| 41 | 454 | 1.2% |
| 42 | 451 | 1.2% |
| 40 | 417 | 1.1% |
| 45 | 353 | 0.9% |
| 38 | 345 | 0.9% |
| Other values (873) | 32345 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| 0.2 | 86 | 0.2% |
| 0.3 | 704 | |
| 0.4 | 892 | |
| 0.5 | 65 | 0.2% |
| 9.5 | 1 | < 0.1% |
| 9.67 | 1 | < 0.1% |
| 10.1 | 1 | < 0.1% |
| 10.7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 71 | 1 | < 0.1% |
| 68.3 | 1 | < 0.1% |
| 66.28 | 1 | < 0.1% |
| 65.2 | 1 | < 0.1% |
| 64.5 | 1 | < 0.1% |
| 63.2 | 1 | < 0.1% |
| 61.9 | 1 | < 0.1% |
| 61.7 | 2 | |
| 61.6 | 1 | < 0.1% |
| 61.1 | 4 |
lab_hemoglobin
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 423 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.501137 |
| Minimum | 2.4 |
|---|---|
| Maximum | 23.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 2.4 |
|---|---|
| 5-th percentile | 9.8 |
| Q1 | 12.4 |
| median | 13.55 |
| Q3 | 14.9 |
| 95-th percentile | 16.5 |
| Maximum | 23.4 |
| Range | 21 |
| Interquartile range (IQR) | 2.5 |
Descriptive statistics
| Standard deviation | 2.0324013 |
|---|---|
| Coefficient of variation (CV) | 0.15053557 |
| Kurtosis | 0.80200754 |
| Mean | 13.501137 |
| Median Absolute Deviation (MAD) | 1.25 |
| Skewness | -0.51420113 |
| Sum | 505914.61 |
| Variance | 4.1306552 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.54 | 1444 | 3.9% |
| 14 | 727 | 1.9% |
| 14.1 | 717 | 1.9% |
| 13.7 | 710 | 1.9% |
| 14.3 | 702 | 1.9% |
| 13.4 | 700 | 1.9% |
| 14.5 | 690 | 1.8% |
| 13.5 | 681 | 1.8% |
| 13.6 | 669 | 1.8% |
| 14.7 | 666 | 1.8% |
| Other values (413) | 29766 |
| Value | Count | Frequency (%) |
| 2.4 | 1 | |
| 2.6 | 2 | |
| 3.2 | 1 | |
| 3.33 | 1 | |
| 3.8 | 2 | |
| 3.9 | 2 | |
| 4 | 1 | |
| 4.3 | 2 | |
| 4.4 | 1 | |
| 4.5 | 1 |
| Value | Count | Frequency (%) |
| 23.4 | 1 | |
| 22.3 | 1 | |
| 21.9 | 1 | |
| 21.7 | 1 | |
| 21.1 | 1 | |
| 21 | 1 | |
| 20.9 | 1 | |
| 20.5 | 1 | |
| 20.3 | 1 | |
| 20.2 | 1 |
lab_inr
Real number (ℝ)
| Distinct | 594 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2488164 |
| Minimum | 0.31 |
|---|---|
| Maximum | 22.81 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 0.31 |
|---|---|
| 5-th percentile | 0.92 |
| Q1 | 1.02 |
| median | 1.12 |
| Q3 | 1.25 |
| 95-th percentile | 1.7345 |
| Maximum | 22.81 |
| Range | 22.5 |
| Interquartile range (IQR) | 0.23 |
Descriptive statistics
| Standard deviation | 0.70000604 |
|---|---|
| Coefficient of variation (CV) | 0.56053557 |
| Kurtosis | 152.55528 |
| Mean | 1.2488164 |
| Median Absolute Deviation (MAD) | 0.11 |
| Skewness | 10.114185 |
| Sum | 46795.65 |
| Variance | 0.49000846 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.03 | 1312 | 3.5% |
| 1.25 | 1147 | 3.1% |
| 1.05 | 977 | 2.6% |
| 1.04 | 975 | 2.6% |
| 1.02 | 973 | 2.6% |
| 1.08 | 973 | 2.6% |
| 1.09 | 972 | 2.6% |
| 1.1 | 961 | 2.6% |
| 0.97 | 950 | 2.5% |
| 1.06 | 900 | 2.4% |
| Other values (584) | 27332 |
| Value | Count | Frequency (%) |
| 0.31 | 1 | < 0.1% |
| 0.6 | 1 | < 0.1% |
| 0.73 | 1 | < 0.1% |
| 0.74 | 1 | < 0.1% |
| 0.76 | 2 | < 0.1% |
| 0.78 | 1 | < 0.1% |
| 0.79 | 2 | < 0.1% |
| 0.8 | 76 | |
| 0.81 | 15 | < 0.1% |
| 0.82 | 27 | 0.1% |
| Value | Count | Frequency (%) |
| 22.81 | 1 | |
| 19.14 | 1 | |
| 17.86 | 1 | |
| 17.42 | 1 | |
| 15.9 | 1 | |
| 15.82 | 1 | |
| 15.41 | 1 | |
| 15.15 | 1 | |
| 14.06 | 1 | |
| 13.79 | 1 |
lab_ldh
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 6874 |
|---|---|
| Distinct (%) | 18.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 364.54959 |
| Minimum | 2 |
|---|---|
| Maximum | 8628.45 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 183 |
| Q1 | 262 |
| median | 338 |
| Q3 | 406 |
| 95-th percentile | 651 |
| Maximum | 8628.45 |
| Range | 8626.45 |
| Interquartile range (IQR) | 144 |
Descriptive statistics
| Standard deviation | 200.51061 |
|---|---|
| Coefficient of variation (CV) | 0.55002288 |
| Kurtosis | 241.5171 |
| Mean | 364.54959 |
| Median Absolute Deviation (MAD) | 73 |
| Skewness | 9.5648667 |
| Sum | 13660402 |
| Variance | 40204.506 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 280 | 193 | 0.5% |
| 265 | 190 | 0.5% |
| 259 | 188 | 0.5% |
| 286 | 175 | 0.5% |
| 274 | 172 | 0.5% |
| 225 | 170 | 0.5% |
| 289 | 170 | 0.5% |
| 231 | 168 | 0.4% |
| 253 | 167 | 0.4% |
| 240 | 166 | 0.4% |
| Other values (6864) | 35713 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 4.18 | 1 | < 0.1% |
| 40.68 | 1 | < 0.1% |
| 65 | 1 | < 0.1% |
| 81 | 1 | < 0.1% |
| 86 | 1 | < 0.1% |
| 87.37 | 1 | < 0.1% |
| 91 | 1 | < 0.1% |
| 92 | 3 | |
| 94 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8628.45 | 1 | |
| 7707 | 1 | |
| 7297 | 1 | |
| 6589 | 1 | |
| 4949 | 1 | |
| 4400 | 1 | |
| 4200 | 1 | |
| 4053.95 | 1 | |
| 3944 | 1 | |
| 3934 | 1 |
lab_leukocyte
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 2524 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.3212246 |
| Minimum | 0.03 |
|---|---|
| Maximum | 938.64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 0.03 |
|---|---|
| 5-th percentile | 3.38 |
| Q1 | 5.32 |
| median | 7.4 |
| Q3 | 9.37 |
| 95-th percentile | 16.19 |
| Maximum | 938.64 |
| Range | 938.61 |
| Interquartile range (IQR) | 4.05 |
Descriptive statistics
| Standard deviation | 9.5877097 |
|---|---|
| Coefficient of variation (CV) | 1.1521994 |
| Kurtosis | 3341.7479 |
| Mean | 8.3212246 |
| Median Absolute Deviation (MAD) | 2.04 |
| Skewness | 45.096894 |
| Sum | 311812.93 |
| Variance | 91.924177 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.23 | 709 | 1.9% |
| 8.24 | 443 | 1.2% |
| 8.22 | 341 | 0.9% |
| 8.25 | 274 | 0.7% |
| 8.21 | 253 | 0.7% |
| 8.2 | 230 | 0.6% |
| 8.26 | 137 | 0.4% |
| 8.18 | 108 | 0.3% |
| 8.27 | 105 | 0.3% |
| 8.19 | 101 | 0.3% |
| Other values (2514) | 34771 |
| Value | Count | Frequency (%) |
| 0.03 | 1 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| 0.14 | 3 | |
| 0.19 | 1 | < 0.1% |
| 0.22 | 1 | < 0.1% |
| 0.23 | 2 | |
| 0.24 | 1 | < 0.1% |
| 0.28 | 1 | < 0.1% |
| 0.29 | 1 | < 0.1% |
| 0.3 | 2 |
| Value | Count | Frequency (%) |
| 938.64 | 1 | |
| 591.02 | 1 | |
| 550.45 | 1 | |
| 495.69 | 1 | |
| 397.46 | 1 | |
| 297.09 | 1 | |
| 255.5 | 1 | |
| 242.22 | 1 | |
| 212.67 | 1 | |
| 212.45 | 1 |
lab_lymphocyte
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 743 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3761104 |
| Minimum | 0 |
|---|---|
| Maximum | 787.52 |
| Zeros | 120 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.35 |
| Q1 | 0.69 |
| median | 1.02 |
| Q3 | 1.35 |
| 95-th percentile | 2.22 |
| Maximum | 787.52 |
| Range | 787.52 |
| Interquartile range (IQR) | 0.66 |
Descriptive statistics
| Standard deviation | 7.5849759 |
|---|---|
| Coefficient of variation (CV) | 5.5118948 |
| Kurtosis | 5030.0673 |
| Mean | 1.3761104 |
| Median Absolute Deviation (MAD) | 0.33 |
| Skewness | 61.957998 |
| Sum | 51565.61 |
| Variance | 57.531859 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.35 | 1733 | 4.6% |
| 1.34 | 668 | 1.8% |
| 1.36 | 383 | 1.0% |
| 1.33 | 368 | 1.0% |
| 0.68 | 316 | 0.8% |
| 0.89 | 314 | 0.8% |
| 0.69 | 310 | 0.8% |
| 0.84 | 305 | 0.8% |
| 0.72 | 304 | 0.8% |
| 0.66 | 303 | 0.8% |
| Other values (733) | 32468 |
| Value | Count | Frequency (%) |
| 0 | 120 | |
| 0.01 | 1 | < 0.1% |
| 0.02 | 2 | < 0.1% |
| 0.03 | 3 | < 0.1% |
| 0.04 | 3 | < 0.1% |
| 0.05 | 9 | < 0.1% |
| 0.06 | 4 | < 0.1% |
| 0.07 | 10 | < 0.1% |
| 0.08 | 4 | < 0.1% |
| 0.09 | 16 | < 0.1% |
| Value | Count | Frequency (%) |
| 787.52 | 1 | |
| 573.88 | 1 | |
| 494.3 | 1 | |
| 489.74 | 1 | |
| 262.9 | 1 | |
| 256.9 | 1 | |
| 204.46 | 1 | |
| 201.01 | 1 | |
| 182.46 | 1 | |
| 170.15 | 1 |
lab_lymphocyte_percentage
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2250 |
|---|---|
| Distinct (%) | 6.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.312263 |
| Minimum | 0 |
|---|---|
| Maximum | 99.7 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.2 |
| Q1 | 9.6 |
| median | 15.8 |
| Q3 | 20.3 |
| 95-th percentile | 33.2 |
| Maximum | 99.7 |
| Range | 99.7 |
| Interquartile range (IQR) | 10.7 |
Descriptive statistics
| Standard deviation | 9.7639011 |
|---|---|
| Coefficient of variation (CV) | 0.59856202 |
| Kurtosis | 9.0840571 |
| Mean | 16.312263 |
| Median Absolute Deviation (MAD) | 5.43 |
| Skewness | 2.0045692 |
| Sum | 611253.12 |
| Variance | 95.333764 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16.4 | 229 | 0.6% |
| 16.41 | 204 | 0.5% |
| 16.3 | 193 | 0.5% |
| 7 | 172 | 0.5% |
| 10.8 | 166 | 0.4% |
| 10.2 | 165 | 0.4% |
| 16.5 | 162 | 0.4% |
| 11.1 | 162 | 0.4% |
| 8.4 | 159 | 0.4% |
| 11.4 | 159 | 0.4% |
| Other values (2240) | 35701 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 0.3 | 1 | < 0.1% |
| 0.38 | 1 | < 0.1% |
| 0.4 | 2 | < 0.1% |
| 0.54 | 1 | < 0.1% |
| 0.6 | 5 | |
| 0.67 | 1 | < 0.1% |
| 0.7 | 7 | |
| 0.8 | 7 | |
| 0.9 | 7 |
| Value | Count | Frequency (%) |
| 99.7 | 1 | |
| 99.28 | 1 | |
| 98.8 | 1 | |
| 97.1 | 1 | |
| 96.4 | 1 | |
| 96.3 | 1 | |
| 96.2 | 1 | |
| 95.8 | 1 | |
| 95.3 | 1 | |
| 94.5 | 1 |
lab_mch
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 510 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.592024 |
| Minimum | 13.3 |
|---|---|
| Maximum | 93.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 13.3 |
|---|---|
| 5-th percentile | 25.4 |
| Q1 | 28.5 |
| median | 29.62 |
| Q3 | 30.9 |
| 95-th percentile | 33.1 |
| Maximum | 93.9 |
| Range | 80.6 |
| Interquartile range (IQR) | 2.4 |
Descriptive statistics
| Standard deviation | 2.5234256 |
|---|---|
| Coefficient of variation (CV) | 0.085273841 |
| Kurtosis | 16.702555 |
| Mean | 29.592024 |
| Median Absolute Deviation (MAD) | 1.22 |
| Skewness | -0.0027643684 |
| Sum | 1108872.3 |
| Variance | 6.3676768 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.61 | 1250 | 3.3% |
| 29.6 | 956 | 2.6% |
| 29.7 | 744 | 2.0% |
| 30.2 | 707 | 1.9% |
| 30.3 | 700 | 1.9% |
| 29.9 | 699 | 1.9% |
| 30 | 696 | 1.9% |
| 29.8 | 691 | 1.8% |
| 29.4 | 688 | 1.8% |
| 30.1 | 687 | 1.8% |
| Other values (500) | 29654 |
| Value | Count | Frequency (%) |
| 13.3 | 1 | |
| 13.7 | 1 | |
| 13.79 | 1 | |
| 14.6 | 1 | |
| 14.9 | 1 | |
| 15 | 2 | |
| 15.5 | 1 | |
| 15.6 | 2 | |
| 15.7 | 2 | |
| 16 | 1 |
| Value | Count | Frequency (%) |
| 93.9 | 1 | |
| 62.2 | 1 | |
| 59.9 | 1 | |
| 52.4 | 1 | |
| 48 | 1 | |
| 47.5 | 1 | |
| 47.1 | 1 | |
| 47 | 1 | |
| 46.3 | 1 | |
| 46.2 | 1 |
lab_mcv
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1038 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89.50352 |
| Minimum | 54.2 |
|---|---|
| Maximum | 149.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 54.2 |
|---|---|
| 5-th percentile | 79.5 |
| Q1 | 86.1 |
| median | 89.44 |
| Q3 | 92.9 |
| 95-th percentile | 100.1 |
| Maximum | 149.7 |
| Range | 95.5 |
| Interquartile range (IQR) | 6.8 |
Descriptive statistics
| Standard deviation | 6.6474846 |
|---|---|
| Coefficient of variation (CV) | 0.07427065 |
| Kurtosis | 3.9082517 |
| Mean | 89.50352 |
| Median Absolute Deviation (MAD) | 3.36 |
| Skewness | 0.063227376 |
| Sum | 3353875.9 |
| Variance | 44.189052 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 89.4 | 372 | 1.0% |
| 89.45 | 297 | 0.8% |
| 89.5 | 292 | 0.8% |
| 88.8 | 292 | 0.8% |
| 89.2 | 292 | 0.8% |
| 90.3 | 268 | 0.7% |
| 90 | 268 | 0.7% |
| 88.2 | 263 | 0.7% |
| 89.8 | 262 | 0.7% |
| 90.2 | 259 | 0.7% |
| Other values (1028) | 34607 |
| Value | Count | Frequency (%) |
| 54.2 | 1 | |
| 54.8 | 1 | |
| 55 | 2 | |
| 55.5 | 1 | |
| 55.6 | 2 | |
| 56.5 | 2 | |
| 56.6 | 1 | |
| 57 | 1 | |
| 57.9 | 1 | |
| 58.1 | 1 |
| Value | Count | Frequency (%) |
| 149.7 | 1 | |
| 145.1 | 1 | |
| 139.8 | 1 | |
| 138.6 | 1 | |
| 137.4 | 1 | |
| 136.7 | 1 | |
| 135 | 1 | |
| 134.7 | 1 | |
| 134.3 | 1 | |
| 134.2 | 1 |
lab_neutrophil
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2216 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.2919241 |
| Minimum | 0 |
|---|---|
| Maximum | 180.71 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.16 |
| Q1 | 3.78 |
| median | 5.65 |
| Q3 | 7.46 |
| 95-th percentile | 13.5645 |
| Maximum | 180.71 |
| Range | 180.71 |
| Interquartile range (IQR) | 3.68 |
Descriptive statistics
| Standard deviation | 3.9558687 |
|---|---|
| Coefficient of variation (CV) | 0.62872162 |
| Kurtosis | 114.1684 |
| Mean | 6.2919241 |
| Median Absolute Deviation (MAD) | 1.85 |
| Skewness | 4.5939158 |
| Sum | 235770.98 |
| Variance | 15.648897 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.24 | 573 | 1.5% |
| 6.25 | 530 | 1.4% |
| 6.23 | 314 | 0.8% |
| 6.22 | 299 | 0.8% |
| 6.26 | 298 | 0.8% |
| 6.21 | 254 | 0.7% |
| 6.27 | 155 | 0.4% |
| 6.2 | 117 | 0.3% |
| 6.16 | 106 | 0.3% |
| 6.29 | 103 | 0.3% |
| Other values (2206) | 34723 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 0.01 | 1 | < 0.1% |
| 0.02 | 5 | |
| 0.03 | 5 | |
| 0.04 | 3 | |
| 0.06 | 4 | |
| 0.07 | 2 | < 0.1% |
| 0.09 | 2 | < 0.1% |
| 0.1 | 3 | |
| 0.11 | 3 |
| Value | Count | Frequency (%) |
| 180.71 | 1 | |
| 85.51 | 1 | |
| 55.36 | 1 | |
| 54.63 | 1 | |
| 51.21 | 1 | |
| 47.34 | 1 | |
| 45.51 | 1 | |
| 44.9 | 1 | |
| 43.11 | 1 | |
| 42.22 | 1 |
lab_neutrophil_percentage
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2685 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.514492 |
| Minimum | 0 |
|---|---|
| Maximum | 101.21 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 55.4 |
| Q1 | 70.29 |
| median | 75.7 |
| Q3 | 83.5 |
| 95-th percentile | 91.3 |
| Maximum | 101.21 |
| Range | 101.21 |
| Interquartile range (IQR) | 13.21 |
Descriptive statistics
| Standard deviation | 11.662877 |
|---|---|
| Coefficient of variation (CV) | 0.15444555 |
| Kurtosis | 4.97109 |
| Mean | 75.514492 |
| Median Absolute Deviation (MAD) | 6.7 |
| Skewness | -1.4507216 |
| Sum | 2829679 |
| Variance | 136.02271 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 75.4 | 218 | 0.6% |
| 75.5 | 213 | 0.6% |
| 75.44 | 188 | 0.5% |
| 75.43 | 155 | 0.4% |
| 75.45 | 133 | 0.4% |
| 75.3 | 131 | 0.3% |
| 77.2 | 128 | 0.3% |
| 75.2 | 128 | 0.3% |
| 81.8 | 128 | 0.3% |
| 86.8 | 125 | 0.3% |
| Other values (2675) | 35925 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 0.3 | 1 | < 0.1% |
| 0.5 | 2 | |
| 0.6 | 1 | < 0.1% |
| 0.8 | 1 | < 0.1% |
| 0.9 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1.4 | 2 | |
| 1.7 | 2 | |
| 1.8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 101.21 | 1 | < 0.1% |
| 100.44 | 1 | < 0.1% |
| 98.3 | 2 | |
| 98.1 | 1 | < 0.1% |
| 97.8 | 3 | |
| 97.7 | 2 | |
| 97.5 | 2 | |
| 97.4 | 4 | |
| 97.3 | 2 | |
| 97.22 | 1 | < 0.1% |
lab_platelet
Real number (ℝ)
| Distinct | 1839 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 218.01453 |
| Minimum | 1 |
|---|---|
| Maximum | 1094 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 104 |
| Q1 | 160 |
| median | 210 |
| Q3 | 253 |
| 95-th percentile | 387 |
| Maximum | 1094 |
| Range | 1093 |
| Interquartile range (IQR) | 93 |
Descriptive statistics
| Standard deviation | 90.326666 |
|---|---|
| Coefficient of variation (CV) | 0.41431489 |
| Kurtosis | 5.7383676 |
| Mean | 218.01453 |
| Median Absolute Deviation (MAD) | 48 |
| Skewness | 1.5971008 |
| Sum | 8169440.4 |
| Variance | 8158.9065 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 151 | 224 | 0.6% |
| 184 | 223 | 0.6% |
| 171 | 214 | 0.6% |
| 173 | 213 | 0.6% |
| 177 | 209 | 0.6% |
| 187 | 208 | 0.6% |
| 156 | 206 | 0.5% |
| 174 | 204 | 0.5% |
| 175 | 203 | 0.5% |
| 176 | 202 | 0.5% |
| Other values (1829) | 35366 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 2 | 2 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 3 | |
| 5 | 4 | |
| 6 | 6 | |
| 7 | 3 | |
| 8 | 3 | |
| 9 | 4 | |
| 10 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1094 | 1 | |
| 1091 | 1 | |
| 1027 | 1 | |
| 1001 | 1 | |
| 994 | 1 | |
| 993 | 1 | |
| 962 | 1 | |
| 959 | 1 | |
| 937 | 1 | |
| 935 | 1 |
lab_potassium
Real number (ℝ)
| Distinct | 225 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1892373 |
| Minimum | 1.5 |
|---|---|
| Maximum | 11.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 1.5 |
|---|---|
| 5-th percentile | 3.3 |
| Q1 | 3.87 |
| median | 4.18 |
| Q3 | 4.5 |
| 95-th percentile | 5.2 |
| Maximum | 11.3 |
| Range | 9.8 |
| Interquartile range (IQR) | 0.63 |
Descriptive statistics
| Standard deviation | 0.57634946 |
|---|---|
| Coefficient of variation (CV) | 0.13757861 |
| Kurtosis | 3.9517171 |
| Mean | 4.1892373 |
| Median Absolute Deviation (MAD) | 0.32 |
| Skewness | 0.92318373 |
| Sum | 156979.1 |
| Variance | 0.3321787 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.2 | 2657 | 7.1% |
| 4.1 | 2615 | 7.0% |
| 4 | 2523 | 6.7% |
| 3.9 | 2319 | 6.2% |
| 4.3 | 2192 | 5.8% |
| 3.8 | 2160 | 5.8% |
| 4.4 | 1918 | 5.1% |
| 3.7 | 1794 | 4.8% |
| 4.5 | 1728 | 4.6% |
| 3.6 | 1448 | 3.9% |
| Other values (215) | 16118 |
| Value | Count | Frequency (%) |
| 1.5 | 1 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| 1.7 | 2 | < 0.1% |
| 1.9 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 2.1 | 5 | < 0.1% |
| 2.2 | 2 | < 0.1% |
| 2.3 | 9 | |
| 2.4 | 15 | |
| 2.5 | 22 |
| Value | Count | Frequency (%) |
| 11.3 | 1 | |
| 9.8 | 1 | |
| 9.2 | 1 | |
| 9 | 1 | |
| 8.8 | 1 | |
| 8.6 | 1 | |
| 8.5 | 1 | |
| 8.4 | 1 | |
| 8.2 | 2 | |
| 8.1 | 1 |
lab_rbc
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 552 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.583228 |
| Minimum | 0.66 |
|---|---|
| Maximum | 8.42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 0.66 |
|---|---|
| 5-th percentile | 3.33 |
| Q1 | 4.2 |
| median | 4.6 |
| Q3 | 5.02 |
| 95-th percentile | 5.63 |
| Maximum | 8.42 |
| Range | 7.76 |
| Interquartile range (IQR) | 0.82 |
Descriptive statistics
| Standard deviation | 0.69580427 |
|---|---|
| Coefficient of variation (CV) | 0.15181533 |
| Kurtosis | 1.1555351 |
| Mean | 4.583228 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | -0.43136388 |
| Sum | 171742.72 |
| Variance | 0.48414358 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.59 | 2082 | 5.6% |
| 4.6 | 947 | 2.5% |
| 4.8 | 585 | 1.6% |
| 4.7 | 560 | 1.5% |
| 4.5 | 519 | 1.4% |
| 5 | 516 | 1.4% |
| 4.9 | 476 | 1.3% |
| 4.4 | 474 | 1.3% |
| 5.1 | 418 | 1.1% |
| 4.2 | 417 | 1.1% |
| Other values (542) | 30478 |
| Value | Count | Frequency (%) |
| 0.66 | 1 | |
| 0.82 | 1 | |
| 0.93 | 1 | |
| 1 | 1 | |
| 1.06 | 1 | |
| 1.09 | 1 | |
| 1.2 | 1 | |
| 1.21 | 1 | |
| 1.25 | 1 | |
| 1.27 | 1 |
| Value | Count | Frequency (%) |
| 8.42 | 1 | |
| 8.4 | 1 | |
| 8.18 | 1 | |
| 8.03 | 1 | |
| 7.75 | 1 | |
| 7.7 | 1 | |
| 7.6 | 1 | |
| 7.56 | 1 | |
| 7.54 | 1 | |
| 7.48 | 1 |
lab_sodium
Real number (ℝ)
| Distinct | 645 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 136.94024 |
| Minimum | 67 |
|---|---|
| Maximum | 187 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 67 |
|---|---|
| 5-th percentile | 130 |
| Q1 | 135 |
| median | 137 |
| Q3 | 139 |
| 95-th percentile | 143 |
| Maximum | 187 |
| Range | 120 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 4.7378606 |
|---|---|
| Coefficient of variation (CV) | 0.034598015 |
| Kurtosis | 10.403622 |
| Mean | 136.94024 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.66327353 |
| Sum | 5131424.9 |
| Variance | 22.447323 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 137 | 3801 | 10.1% |
| 138 | 3455 | 9.2% |
| 136 | 3362 | 9.0% |
| 139 | 3147 | 8.4% |
| 135 | 2946 | 7.9% |
| 140 | 2514 | 6.7% |
| 134 | 2393 | 6.4% |
| 133 | 1812 | 4.8% |
| 141 | 1772 | 4.7% |
| 132 | 1355 | 3.6% |
| Other values (635) | 10915 |
| Value | Count | Frequency (%) |
| 67 | 1 | < 0.1% |
| 99 | 1 | < 0.1% |
| 100 | 1 | < 0.1% |
| 102 | 1 | < 0.1% |
| 104 | 2 | < 0.1% |
| 105 | 1 | < 0.1% |
| 106 | 2 | < 0.1% |
| 107 | 1 | < 0.1% |
| 108 | 2 | < 0.1% |
| 109 | 7 |
| Value | Count | Frequency (%) |
| 187 | 1 | < 0.1% |
| 181 | 1 | < 0.1% |
| 179 | 1 | < 0.1% |
| 178 | 2 | < 0.1% |
| 177 | 5 | |
| 176 | 1 | < 0.1% |
| 175 | 2 | < 0.1% |
| 174 | 1 | < 0.1% |
| 173 | 2 | < 0.1% |
| 172 | 5 |
lab_urea
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2897 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.543614 |
| Minimum | 0 |
|---|---|
| Maximum | 540 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 585.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 30 |
| median | 41 |
| Q3 | 58 |
| 95-th percentile | 124 |
| Maximum | 540 |
| Range | 540 |
| Interquartile range (IQR) | 28 |
Descriptive statistics
| Standard deviation | 37.679068 |
|---|---|
| Coefficient of variation (CV) | 0.73101331 |
| Kurtosis | 15.074164 |
| Mean | 51.543614 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 3.0840045 |
| Sum | 1931442.3 |
| Variance | 1419.7121 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 28 | 1223 | 3.3% |
| 31 | 1158 | 3.1% |
| 35 | 1078 | 2.9% |
| 25 | 966 | 2.6% |
| 38 | 914 | 2.4% |
| 21 | 865 | 2.3% |
| 41 | 862 | 2.3% |
| 24 | 844 | 2.3% |
| 27 | 829 | 2.2% |
| 30 | 818 | 2.2% |
| Other values (2887) | 27915 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1.18 | 1 | < 0.1% |
| 2.54 | 1 | < 0.1% |
| 3.71 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 7 | |
| 7.93 | 1 | < 0.1% |
| 8 | 15 | |
| 9 | 10 |
| Value | Count | Frequency (%) |
| 540 | 1 | |
| 511 | 1 | |
| 504 | 1 | |
| 487 | 1 | |
| 478 | 1 | |
| 464 | 1 | |
| 447 | 1 | |
| 424.71 | 1 | |
| 408 | 1 | |
| 395 | 1 |
| age | delta_days_death | hospital_outcome | icu | inpatient_days | lab_alt | lab_ast | lab_creatinine | lab_crp | lab_ddimer | lab_glucose | lab_hct | lab_hemoglobin | lab_inr | lab_ldh | lab_leukocyte | lab_lymphocyte | lab_lymphocyte_percentage | lab_mch | lab_mcv | lab_neutrophil | lab_neutrophil_percentage | lab_platelet | lab_potassium | lab_rbc | lab_sodium | lab_urea | num_shots | pmhx_activecancer | pmhx_asthma | pmhx_chf | pmhx_chronicliver | pmhx_ckd | pmhx_copd | pmhx_dementia | pmhx_diabetes | pmhx_hld | pmhx_htn | pmhx_ihd | pmhx_obesity | pmhx_stroke | sex | type_center | vaccinated | wave_3 | wave_4 | wave_5 | wave_6 | wave_7 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| age | 1.000 | -0.112 | 0.357 | 0.200 | 0.099 | -0.320 | -0.141 | 0.304 | 0.101 | 0.335 | 0.229 | -0.271 | -0.357 | 0.225 | -0.069 | 0.207 | -0.090 | -0.224 | 0.053 | 0.243 | 0.209 | 0.159 | -0.022 | 0.210 | -0.374 | 0.046 | 0.511 | 0.414 | 0.193 | 0.059 | 0.431 | 0.111 | 0.308 | 0.278 | 0.373 | 0.307 | 0.317 | 0.533 | 0.234 | 0.102 | 0.171 | 0.128 | 0.032 | 0.374 | 0.113 | 0.271 | 0.245 | 0.090 | 0.311 |
| delta_days_death | -0.112 | 1.000 | 0.845 | 0.172 | 0.551 | -0.063 | -0.154 | -0.114 | -0.188 | -0.123 | -0.116 | -0.045 | -0.021 | -0.077 | -0.207 | -0.118 | 0.111 | 0.177 | -0.014 | -0.057 | -0.149 | -0.207 | 0.006 | -0.053 | -0.024 | -0.068 | -0.187 | 0.059 | 0.077 | 0.042 | 0.139 | 0.023 | 0.089 | 0.072 | 0.108 | 0.032 | 0.047 | 0.041 | 0.041 | 0.018 | 0.083 | 0.053 | 0.042 | 0.191 | 0.185 | 0.088 | 0.079 | 0.121 | 0.190 |
| hospital_outcome | 0.357 | 0.845 | 1.000 | 0.186 | 0.126 | -0.089 | 0.059 | 0.228 | 0.171 | 0.238 | 0.157 | -0.124 | -0.172 | 0.160 | 0.150 | 0.147 | -0.132 | -0.209 | 0.023 | 0.131 | 0.169 | 0.205 | -0.043 | 0.139 | -0.174 | 0.047 | 0.343 | 0.099 | 0.092 | 0.049 | 0.145 | 0.004 | 0.121 | 0.080 | 0.140 | 0.095 | 0.042 | 0.163 | 0.088 | 0.039 | 0.048 | 0.008 | 0.051 | 0.092 | 0.058 | 0.123 | 0.032 | 0.049 | 0.035 |
| icu | 0.200 | 0.172 | 0.186 | 1.000 | 0.362 | 0.106 | 0.148 | 0.024 | 0.145 | 0.007 | 0.094 | 0.061 | 0.068 | -0.017 | 0.204 | 0.033 | -0.090 | -0.102 | 0.001 | -0.031 | 0.060 | 0.133 | -0.013 | -0.014 | 0.067 | -0.091 | 0.019 | -0.123 | 0.030 | 0.018 | 0.087 | 0.022 | 0.059 | 0.047 | 0.080 | 0.000 | 0.000 | 0.031 | 0.018 | 0.059 | 0.044 | 0.074 | 0.021 | 0.113 | 0.052 | 0.039 | 0.020 | 0.020 | 0.103 |
| inpatient_days | 0.099 | 0.551 | 0.126 | 0.362 | 1.000 | 0.011 | 0.096 | 0.083 | 0.165 | 0.075 | 0.116 | -0.017 | -0.040 | 0.048 | 0.169 | 0.036 | -0.131 | -0.145 | 0.007 | 0.024 | 0.069 | 0.155 | -0.056 | 0.022 | -0.043 | -0.100 | 0.126 | -0.056 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.023 | 0.007 | 0.019 | 0.000 | 0.021 | 0.000 | 0.020 | 0.011 | 0.026 | 0.023 | 0.000 | 0.000 | 0.015 | 0.037 |
| lab_alt | -0.320 | -0.063 | -0.089 | 0.106 | 0.011 | 1.000 | 0.764 | -0.071 | 0.022 | -0.036 | -0.008 | 0.249 | 0.316 | -0.102 | 0.338 | 0.007 | 0.083 | 0.057 | 0.054 | -0.067 | 0.008 | -0.009 | 0.072 | -0.063 | 0.276 | -0.034 | -0.145 | -0.228 | 0.006 | 0.000 | 0.016 | 0.000 | 0.000 | 0.011 | 0.011 | 0.000 | 0.008 | 0.008 | 0.000 | 0.021 | 0.000 | 0.002 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.016 | 0.000 |
| lab_ast | -0.141 | -0.154 | 0.059 | 0.148 | 0.096 | 0.764 | 1.000 | 0.063 | 0.161 | 0.097 | 0.004 | 0.127 | 0.162 | 0.016 | 0.602 | -0.059 | -0.025 | 0.008 | 0.060 | 0.004 | -0.034 | 0.041 | -0.066 | 0.012 | 0.127 | -0.087 | 0.000 | -0.192 | 0.010 | 0.000 | 0.013 | 0.000 | 0.005 | 0.007 | 0.014 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.005 | 0.003 | 0.008 | 0.012 | 0.000 | 0.000 | 0.005 | 0.008 | 0.008 |
| lab_creatinine | 0.304 | -0.114 | 0.228 | 0.024 | 0.083 | -0.071 | 0.063 | 1.000 | 0.165 | 0.276 | 0.222 | -0.127 | -0.158 | 0.217 | 0.060 | 0.165 | -0.037 | -0.161 | 0.044 | 0.157 | 0.174 | 0.130 | -0.093 | 0.311 | -0.180 | -0.015 | 0.724 | 0.197 | 0.048 | 0.040 | 0.210 | 0.010 | 0.507 | 0.082 | 0.093 | 0.161 | 0.105 | 0.209 | 0.142 | 0.021 | 0.061 | 0.043 | 0.014 | 0.161 | 0.028 | 0.103 | 0.030 | 0.059 | 0.109 |
| lab_crp | 0.101 | -0.188 | 0.171 | 0.145 | 0.165 | 0.022 | 0.161 | 0.165 | 1.000 | 0.229 | 0.192 | -0.112 | -0.112 | 0.213 | 0.368 | 0.297 | -0.164 | -0.374 | 0.011 | 0.025 | 0.362 | 0.411 | 0.126 | 0.034 | -0.123 | -0.133 | 0.200 | 0.004 | 0.040 | 0.045 | 0.016 | 0.000 | 0.032 | 0.006 | 0.000 | 0.066 | 0.056 | 0.069 | 0.000 | 0.012 | 0.009 | 0.089 | 0.037 | 0.055 | 0.060 | 0.053 | 0.021 | 0.041 | 0.057 |
| lab_ddimer | 0.335 | -0.123 | 0.238 | 0.007 | 0.075 | -0.036 | 0.097 | 0.276 | 0.229 | 1.000 | 0.198 | -0.204 | -0.243 | 0.196 | 0.233 | 0.307 | 0.009 | -0.220 | 0.036 | 0.178 | 0.311 | 0.189 | 0.122 | 0.183 | -0.262 | 0.092 | 0.411 | 0.236 | 0.000 | 0.008 | 0.006 | 0.007 | 0.000 | 0.008 | 0.015 | 0.000 | 0.000 | 0.003 | 0.000 | 0.006 | 0.019 | 0.014 | 0.012 | 0.010 | 0.026 | 0.016 | 0.000 | 0.013 | 0.008 |
| lab_glucose | 0.229 | -0.116 | 0.157 | 0.094 | 0.116 | -0.008 | 0.004 | 0.222 | 0.192 | 0.198 | 1.000 | -0.091 | -0.095 | 0.139 | 0.095 | 0.239 | -0.111 | -0.272 | -0.043 | 0.007 | 0.280 | 0.288 | 0.067 | 0.126 | -0.072 | -0.119 | 0.303 | 0.104 | 0.037 | 0.020 | 0.103 | 0.053 | 0.108 | 0.052 | 0.089 | 0.425 | 0.127 | 0.187 | 0.093 | 0.069 | 0.059 | 0.003 | 0.038 | 0.104 | 0.027 | 0.070 | 0.034 | 0.045 | 0.062 |
| lab_hct | -0.271 | -0.045 | -0.124 | 0.061 | -0.017 | 0.249 | 0.127 | -0.127 | -0.112 | -0.204 | -0.091 | 1.000 | 0.867 | -0.308 | 0.077 | -0.011 | 0.088 | 0.046 | 0.074 | -0.003 | -0.022 | -0.036 | -0.072 | -0.065 | 0.795 | 0.040 | -0.219 | -0.217 | 0.163 | 0.022 | 0.227 | 0.036 | 0.260 | 0.089 | 0.129 | 0.142 | 0.092 | 0.189 | 0.116 | 0.000 | 0.064 | 0.256 | 0.100 | 0.209 | 0.071 | 0.104 | 0.037 | 0.067 | 0.164 |
| lab_hemoglobin | -0.357 | -0.021 | -0.172 | 0.068 | -0.040 | 0.316 | 0.162 | -0.158 | -0.112 | -0.243 | -0.095 | 0.867 | 1.000 | -0.216 | 0.093 | -0.037 | 0.101 | 0.107 | 0.204 | -0.035 | -0.044 | -0.075 | -0.081 | -0.115 | 0.837 | -0.011 | -0.282 | -0.278 | 0.173 | 0.023 | 0.275 | 0.029 | 0.294 | 0.102 | 0.154 | 0.174 | 0.108 | 0.229 | 0.135 | 0.012 | 0.077 | 0.313 | 0.019 | 0.250 | 0.070 | 0.135 | 0.053 | 0.081 | 0.195 |
| lab_inr | 0.225 | -0.077 | 0.160 | -0.017 | 0.048 | -0.102 | 0.016 | 0.217 | 0.213 | 0.196 | 0.139 | -0.308 | -0.216 | 1.000 | 0.105 | 0.181 | -0.041 | -0.147 | -0.025 | 0.079 | 0.194 | 0.124 | 0.041 | 0.093 | -0.200 | 0.028 | 0.275 | 0.187 | 0.010 | 0.009 | 0.157 | 0.000 | 0.082 | 0.053 | 0.043 | 0.050 | 0.032 | 0.087 | 0.056 | 0.014 | 0.036 | 0.005 | 0.019 | 0.060 | 0.015 | 0.033 | 0.017 | 0.012 | 0.042 |
| lab_ldh | -0.069 | -0.207 | 0.150 | 0.204 | 0.169 | 0.338 | 0.602 | 0.060 | 0.368 | 0.233 | 0.095 | 0.077 | 0.093 | 0.105 | 1.000 | 0.128 | -0.089 | -0.188 | 0.019 | -0.035 | 0.178 | 0.250 | 0.061 | 0.102 | 0.082 | -0.106 | 0.082 | -0.174 | 0.023 | 0.019 | 0.016 | 0.000 | 0.016 | 0.019 | 0.000 | 0.009 | 0.000 | 0.010 | 0.000 | 0.002 | 0.019 | 0.010 | 0.030 | 0.043 | 0.032 | 0.000 | 0.000 | 0.000 | 0.030 |
| lab_leukocyte | 0.207 | -0.118 | 0.147 | 0.033 | 0.036 | 0.007 | -0.059 | 0.165 | 0.297 | 0.307 | 0.239 | -0.011 | -0.037 | 0.181 | 0.128 | 1.000 | 0.232 | -0.505 | -0.033 | 0.045 | 0.955 | 0.480 | 0.447 | 0.123 | -0.027 | 0.028 | 0.312 | 0.215 | 0.069 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.003 | 0.000 | 0.010 | 0.009 | 0.000 | 0.000 | 0.012 | 0.009 | 0.025 | 0.012 | 0.000 | 0.000 | 0.023 | 0.013 |
| lab_lymphocyte | -0.090 | 0.111 | -0.132 | -0.090 | -0.131 | 0.083 | -0.025 | -0.037 | -0.164 | 0.009 | -0.111 | 0.088 | 0.101 | -0.041 | -0.089 | 0.232 | 1.000 | 0.625 | -0.041 | -0.023 | 0.024 | -0.587 | 0.222 | 0.007 | 0.115 | 0.114 | -0.084 | 0.001 | 0.067 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.007 | 0.001 | 0.008 | 0.012 | 0.000 | 0.000 | 0.010 | 0.009 | 0.023 | 0.010 | 0.002 | 0.000 | 0.021 | 0.015 |
| lab_lymphocyte_percentage | -0.224 | 0.177 | -0.209 | -0.102 | -0.145 | 0.057 | 0.008 | -0.161 | -0.374 | -0.220 | -0.272 | 0.046 | 0.107 | -0.147 | -0.188 | -0.505 | 0.625 | 1.000 | -0.004 | -0.044 | -0.674 | -0.933 | -0.150 | -0.079 | 0.109 | 0.085 | -0.304 | -0.147 | 0.155 | 0.009 | 0.105 | 0.018 | 0.102 | 0.094 | 0.070 | 0.068 | 0.064 | 0.120 | 0.052 | 0.053 | 0.033 | 0.089 | 0.054 | 0.149 | 0.035 | 0.119 | 0.051 | 0.070 | 0.110 |
| lab_mch | 0.053 | -0.014 | 0.023 | 0.001 | 0.007 | 0.054 | 0.060 | 0.044 | 0.011 | 0.036 | -0.043 | 0.074 | 0.204 | -0.025 | 0.019 | -0.033 | -0.041 | -0.004 | 1.000 | 0.780 | -0.032 | -0.007 | -0.172 | 0.007 | -0.268 | -0.030 | 0.029 | 0.031 | 0.019 | 0.029 | 0.041 | 0.008 | 0.016 | 0.014 | 0.022 | 0.082 | 0.026 | 0.043 | 0.020 | 0.063 | 0.001 | 0.116 | 0.039 | 0.040 | 0.028 | 0.009 | 0.000 | 0.019 | 0.024 |
| lab_mcv | 0.243 | -0.057 | 0.131 | -0.031 | 0.024 | -0.067 | 0.004 | 0.157 | 0.025 | 0.178 | 0.007 | -0.003 | -0.035 | 0.079 | -0.035 | 0.045 | -0.023 | -0.044 | 0.780 | 1.000 | 0.035 | 0.011 | -0.124 | 0.169 | -0.421 | 0.117 | 0.205 | 0.184 | 0.076 | 0.031 | 0.158 | 0.019 | 0.139 | 0.105 | 0.121 | 0.064 | 0.044 | 0.113 | 0.066 | 0.043 | 0.039 | 0.051 | 0.020 | 0.182 | 0.041 | 0.108 | 0.040 | 0.070 | 0.128 |
| lab_neutrophil | 0.209 | -0.149 | 0.169 | 0.060 | 0.069 | 0.008 | -0.034 | 0.174 | 0.362 | 0.311 | 0.280 | -0.022 | -0.044 | 0.194 | 0.178 | 0.955 | 0.024 | -0.674 | -0.032 | 0.035 | 1.000 | 0.670 | 0.420 | 0.114 | -0.035 | 0.003 | 0.331 | 0.194 | 0.027 | 0.000 | 0.032 | 0.006 | 0.032 | 0.036 | 0.027 | 0.018 | 0.000 | 0.028 | 0.018 | 0.018 | 0.008 | 0.008 | 0.013 | 0.064 | 0.018 | 0.040 | 0.000 | 0.029 | 0.045 |
| lab_neutrophil_percentage | 0.159 | -0.207 | 0.205 | 0.133 | 0.155 | -0.009 | 0.041 | 0.130 | 0.411 | 0.189 | 0.288 | -0.036 | -0.075 | 0.124 | 0.250 | 0.480 | -0.587 | -0.933 | -0.007 | 0.011 | 0.670 | 1.000 | 0.139 | 0.052 | -0.073 | -0.080 | 0.270 | 0.075 | 0.155 | 0.011 | 0.070 | 0.021 | 0.075 | 0.056 | 0.048 | 0.049 | 0.049 | 0.087 | 0.035 | 0.053 | 0.022 | 0.057 | 0.058 | 0.109 | 0.042 | 0.089 | 0.036 | 0.054 | 0.075 |
| lab_platelet | -0.022 | 0.006 | -0.043 | -0.013 | -0.056 | 0.072 | -0.066 | -0.093 | 0.126 | 0.122 | 0.067 | -0.072 | -0.081 | 0.041 | 0.061 | 0.447 | 0.222 | -0.150 | -0.172 | -0.124 | 0.420 | 0.139 | 1.000 | 0.040 | 0.002 | 0.046 | 0.008 | 0.007 | 0.077 | 0.030 | 0.047 | 0.053 | 0.057 | 0.028 | 0.021 | 0.030 | 0.036 | 0.033 | 0.036 | 0.029 | 0.000 | 0.098 | 0.016 | 0.057 | 0.035 | 0.050 | 0.035 | 0.044 | 0.033 |
| lab_potassium | 0.210 | -0.053 | 0.139 | -0.014 | 0.022 | -0.063 | 0.012 | 0.311 | 0.034 | 0.183 | 0.126 | -0.065 | -0.115 | 0.093 | 0.102 | 0.123 | 0.007 | -0.079 | 0.007 | 0.169 | 0.114 | 0.052 | 0.040 | 1.000 | -0.117 | -0.021 | 0.354 | 0.131 | 0.050 | 0.024 | 0.169 | 0.000 | 0.247 | 0.092 | 0.081 | 0.156 | 0.079 | 0.157 | 0.101 | 0.014 | 0.038 | 0.073 | 0.060 | 0.117 | 0.014 | 0.095 | 0.041 | 0.055 | 0.075 |
| lab_rbc | -0.374 | -0.024 | -0.174 | 0.067 | -0.043 | 0.276 | 0.127 | -0.180 | -0.123 | -0.262 | -0.072 | 0.795 | 0.837 | -0.200 | 0.082 | -0.027 | 0.115 | 0.109 | -0.268 | -0.421 | -0.035 | -0.073 | 0.002 | -0.117 | 1.000 | 0.006 | -0.293 | -0.287 | 0.177 | 0.025 | 0.256 | 0.031 | 0.296 | 0.100 | 0.158 | 0.128 | 0.104 | 0.212 | 0.127 | 0.028 | 0.068 | 0.225 | 0.033 | 0.258 | 0.071 | 0.137 | 0.056 | 0.080 | 0.200 |
| lab_sodium | 0.046 | -0.068 | 0.047 | -0.091 | -0.100 | -0.034 | -0.087 | -0.015 | -0.133 | 0.092 | -0.119 | 0.040 | -0.011 | 0.028 | -0.106 | 0.028 | 0.114 | 0.085 | -0.030 | 0.117 | 0.003 | -0.080 | 0.046 | -0.021 | 0.006 | 1.000 | 0.082 | 0.092 | 0.027 | 0.016 | 0.078 | 0.027 | 0.050 | 0.028 | 0.182 | 0.056 | 0.021 | 0.068 | 0.010 | 0.028 | 0.060 | 0.066 | 0.039 | 0.117 | 0.046 | 0.066 | 0.006 | 0.022 | 0.103 |
| lab_urea | 0.511 | -0.187 | 0.343 | 0.019 | 0.126 | -0.145 | 0.000 | 0.724 | 0.200 | 0.411 | 0.303 | -0.219 | -0.282 | 0.275 | 0.082 | 0.312 | -0.084 | -0.304 | 0.029 | 0.205 | 0.331 | 0.270 | 0.008 | 0.354 | -0.293 | 0.082 | 1.000 | 0.276 | 0.073 | 0.047 | 0.282 | 0.000 | 0.455 | 0.121 | 0.195 | 0.219 | 0.126 | 0.290 | 0.160 | 0.000 | 0.096 | 0.003 | 0.038 | 0.214 | 0.000 | 0.154 | 0.050 | 0.072 | 0.152 |
| num_shots | 0.414 | 0.059 | 0.099 | -0.123 | -0.056 | -0.228 | -0.192 | 0.197 | 0.004 | 0.236 | 0.104 | -0.217 | -0.278 | 0.187 | -0.174 | 0.215 | 0.001 | -0.147 | 0.031 | 0.184 | 0.194 | 0.075 | 0.007 | 0.131 | -0.287 | 0.092 | 0.276 | 1.000 | 0.172 | 0.012 | 0.299 | 0.031 | 0.258 | 0.223 | 0.240 | 0.150 | 0.123 | 0.247 | 0.142 | 0.030 | 0.127 | 0.023 | 0.035 | 1.000 | 0.527 | 0.330 | 0.323 | 0.411 | 0.684 |
| pmhx_activecancer | 0.193 | 0.077 | 0.092 | 0.030 | 0.000 | 0.006 | 0.010 | 0.048 | 0.040 | 0.000 | 0.037 | 0.163 | 0.173 | 0.010 | 0.023 | 0.069 | 0.067 | 0.155 | 0.019 | 0.076 | 0.027 | 0.155 | 0.077 | 0.050 | 0.177 | 0.027 | 0.073 | 0.172 | 1.000 | 0.013 | 0.062 | 0.037 | 0.069 | 0.097 | 0.013 | 0.060 | 0.055 | 0.104 | 0.044 | 0.013 | 0.011 | 0.030 | 0.028 | 0.152 | 0.036 | 0.076 | 0.034 | 0.052 | 0.102 |
| pmhx_asthma | 0.059 | 0.042 | 0.049 | 0.018 | 0.000 | 0.000 | 0.000 | 0.040 | 0.045 | 0.008 | 0.020 | 0.022 | 0.023 | 0.009 | 0.019 | 0.000 | 0.000 | 0.009 | 0.029 | 0.031 | 0.000 | 0.011 | 0.030 | 0.024 | 0.025 | 0.016 | 0.047 | 0.012 | 0.013 | 1.000 | 0.036 | 0.017 | 0.012 | 0.184 | 0.025 | 0.010 | 0.000 | 0.000 | 0.004 | 0.081 | 0.012 | 0.108 | 0.009 | 0.010 | 0.017 | 0.013 | 0.000 | 0.013 | 0.021 |
| pmhx_chf | 0.431 | 0.139 | 0.145 | 0.087 | 0.000 | 0.016 | 0.013 | 0.210 | 0.016 | 0.006 | 0.103 | 0.227 | 0.275 | 0.157 | 0.016 | 0.000 | 0.000 | 0.105 | 0.041 | 0.158 | 0.032 | 0.070 | 0.047 | 0.169 | 0.256 | 0.078 | 0.282 | 0.299 | 0.062 | 0.036 | 1.000 | 0.043 | 0.349 | 0.263 | 0.177 | 0.212 | 0.159 | 0.317 | 0.309 | 0.116 | 0.131 | 0.066 | 0.008 | 0.264 | 0.060 | 0.152 | 0.058 | 0.081 | 0.203 |
| pmhx_chronicliver | 0.111 | 0.023 | 0.004 | 0.022 | 0.009 | 0.000 | 0.000 | 0.010 | 0.000 | 0.007 | 0.053 | 0.036 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.008 | 0.019 | 0.006 | 0.021 | 0.053 | 0.000 | 0.031 | 0.027 | 0.000 | 0.031 | 0.037 | 0.017 | 0.043 | 1.000 | 0.043 | 0.049 | 0.004 | 0.126 | 0.084 | 0.091 | 0.025 | 0.125 | 0.000 | 0.012 | 0.019 | 0.023 | 0.005 | 0.000 | 0.025 | 0.012 | 0.000 |
| pmhx_ckd | 0.308 | 0.089 | 0.121 | 0.059 | 0.000 | 0.000 | 0.005 | 0.507 | 0.032 | 0.000 | 0.108 | 0.260 | 0.294 | 0.082 | 0.016 | 0.015 | 0.013 | 0.102 | 0.016 | 0.139 | 0.032 | 0.075 | 0.057 | 0.247 | 0.296 | 0.050 | 0.455 | 0.258 | 0.069 | 0.012 | 0.349 | 0.043 | 1.000 | 0.139 | 0.123 | 0.234 | 0.168 | 0.285 | 0.215 | 0.067 | 0.105 | 0.012 | 0.014 | 0.226 | 0.054 | 0.123 | 0.043 | 0.070 | 0.163 |
| pmhx_copd | 0.278 | 0.072 | 0.080 | 0.047 | 0.000 | 0.011 | 0.007 | 0.082 | 0.006 | 0.008 | 0.052 | 0.089 | 0.102 | 0.053 | 0.019 | 0.000 | 0.000 | 0.094 | 0.014 | 0.105 | 0.036 | 0.056 | 0.028 | 0.092 | 0.100 | 0.028 | 0.121 | 0.223 | 0.097 | 0.184 | 0.263 | 0.049 | 0.139 | 1.000 | 0.074 | 0.121 | 0.099 | 0.178 | 0.147 | 0.074 | 0.061 | 0.131 | 0.019 | 0.203 | 0.054 | 0.102 | 0.057 | 0.050 | 0.174 |
| pmhx_dementia | 0.373 | 0.108 | 0.140 | 0.080 | 0.000 | 0.011 | 0.014 | 0.093 | 0.000 | 0.015 | 0.089 | 0.129 | 0.154 | 0.043 | 0.000 | 0.000 | 0.000 | 0.070 | 0.022 | 0.121 | 0.027 | 0.048 | 0.021 | 0.081 | 0.158 | 0.182 | 0.195 | 0.240 | 0.013 | 0.025 | 0.177 | 0.004 | 0.123 | 0.074 | 1.000 | 0.112 | 0.076 | 0.161 | 0.076 | 0.040 | 0.174 | 0.065 | 0.000 | 0.214 | 0.047 | 0.130 | 0.041 | 0.050 | 0.180 |
| pmhx_diabetes | 0.307 | 0.032 | 0.095 | 0.000 | 0.023 | 0.000 | 0.000 | 0.161 | 0.066 | 0.000 | 0.425 | 0.142 | 0.174 | 0.050 | 0.009 | 0.003 | 0.007 | 0.068 | 0.082 | 0.064 | 0.018 | 0.049 | 0.030 | 0.156 | 0.128 | 0.056 | 0.219 | 0.150 | 0.060 | 0.010 | 0.212 | 0.126 | 0.234 | 0.121 | 0.112 | 1.000 | 0.253 | 0.321 | 0.202 | 0.181 | 0.104 | 0.000 | 0.021 | 0.144 | 0.018 | 0.092 | 0.059 | 0.030 | 0.095 |
| pmhx_hld | 0.317 | 0.047 | 0.042 | 0.000 | 0.007 | 0.008 | 0.002 | 0.105 | 0.056 | 0.000 | 0.127 | 0.092 | 0.108 | 0.032 | 0.000 | 0.000 | 0.001 | 0.064 | 0.026 | 0.044 | 0.000 | 0.049 | 0.036 | 0.079 | 0.104 | 0.021 | 0.126 | 0.123 | 0.055 | 0.000 | 0.159 | 0.084 | 0.168 | 0.099 | 0.076 | 0.253 | 1.000 | 0.304 | 0.197 | 0.104 | 0.087 | 0.028 | 0.026 | 0.114 | 0.037 | 0.049 | 0.091 | 0.005 | 0.081 |
| pmhx_htn | 0.533 | 0.041 | 0.163 | 0.031 | 0.019 | 0.008 | 0.000 | 0.209 | 0.069 | 0.003 | 0.187 | 0.189 | 0.229 | 0.087 | 0.010 | 0.010 | 0.008 | 0.120 | 0.043 | 0.113 | 0.028 | 0.087 | 0.033 | 0.157 | 0.212 | 0.068 | 0.290 | 0.247 | 0.104 | 0.000 | 0.317 | 0.091 | 0.285 | 0.178 | 0.161 | 0.321 | 0.304 | 1.000 | 0.224 | 0.146 | 0.132 | 0.063 | 0.020 | 0.229 | 0.033 | 0.134 | 0.125 | 0.059 | 0.151 |
| pmhx_ihd | 0.234 | 0.041 | 0.088 | 0.018 | 0.000 | 0.000 | 0.000 | 0.142 | 0.000 | 0.000 | 0.093 | 0.116 | 0.135 | 0.056 | 0.000 | 0.009 | 0.012 | 0.052 | 0.020 | 0.066 | 0.018 | 0.035 | 0.036 | 0.101 | 0.127 | 0.010 | 0.160 | 0.142 | 0.044 | 0.004 | 0.309 | 0.025 | 0.215 | 0.147 | 0.076 | 0.202 | 0.197 | 0.224 | 1.000 | 0.055 | 0.103 | 0.078 | 0.000 | 0.130 | 0.012 | 0.079 | 0.036 | 0.033 | 0.098 |
| pmhx_obesity | 0.102 | 0.018 | 0.039 | 0.059 | 0.021 | 0.021 | 0.000 | 0.021 | 0.012 | 0.006 | 0.069 | 0.000 | 0.012 | 0.014 | 0.002 | 0.000 | 0.000 | 0.053 | 0.063 | 0.043 | 0.018 | 0.053 | 0.029 | 0.014 | 0.028 | 0.028 | 0.000 | 0.030 | 0.013 | 0.081 | 0.116 | 0.125 | 0.067 | 0.074 | 0.040 | 0.181 | 0.104 | 0.146 | 0.055 | 1.000 | 0.000 | 0.084 | 0.025 | 0.000 | 0.000 | 0.024 | 0.004 | 0.000 | 0.023 |
| pmhx_stroke | 0.171 | 0.083 | 0.048 | 0.044 | 0.000 | 0.000 | 0.005 | 0.061 | 0.009 | 0.019 | 0.059 | 0.064 | 0.077 | 0.036 | 0.019 | 0.000 | 0.000 | 0.033 | 0.001 | 0.039 | 0.008 | 0.022 | 0.000 | 0.038 | 0.068 | 0.060 | 0.096 | 0.127 | 0.011 | 0.012 | 0.131 | 0.000 | 0.105 | 0.061 | 0.174 | 0.104 | 0.087 | 0.132 | 0.103 | 0.000 | 1.000 | 0.011 | 0.013 | 0.112 | 0.025 | 0.066 | 0.025 | 0.026 | 0.097 |
| sex | 0.128 | 0.053 | 0.008 | 0.074 | 0.020 | 0.002 | 0.003 | 0.043 | 0.089 | 0.014 | 0.003 | 0.256 | 0.313 | 0.005 | 0.010 | 0.012 | 0.010 | 0.089 | 0.116 | 0.051 | 0.008 | 0.057 | 0.098 | 0.073 | 0.225 | 0.066 | 0.003 | 0.023 | 0.030 | 0.108 | 0.066 | 0.012 | 0.012 | 0.131 | 0.065 | 0.000 | 0.028 | 0.063 | 0.078 | 0.084 | 0.011 | 1.000 | 0.000 | 0.020 | 0.003 | 0.003 | 0.007 | 0.000 | 0.019 |
| type_center | 0.032 | 0.042 | 0.051 | 0.021 | 0.011 | 0.000 | 0.008 | 0.014 | 0.037 | 0.012 | 0.038 | 0.100 | 0.019 | 0.019 | 0.030 | 0.009 | 0.009 | 0.054 | 0.039 | 0.020 | 0.013 | 0.058 | 0.016 | 0.060 | 0.033 | 0.039 | 0.038 | 0.035 | 0.028 | 0.009 | 0.008 | 0.019 | 0.014 | 0.019 | 0.000 | 0.021 | 0.026 | 0.020 | 0.000 | 0.025 | 0.013 | 0.000 | 1.000 | 0.045 | 0.111 | 0.071 | 0.036 | 0.017 | 0.040 |
| vaccinated | 0.374 | 0.191 | 0.092 | 0.113 | 0.026 | 0.000 | 0.012 | 0.161 | 0.055 | 0.010 | 0.104 | 0.209 | 0.250 | 0.060 | 0.043 | 0.025 | 0.023 | 0.149 | 0.040 | 0.182 | 0.064 | 0.109 | 0.057 | 0.117 | 0.258 | 0.117 | 0.214 | 1.000 | 0.152 | 0.010 | 0.264 | 0.023 | 0.226 | 0.203 | 0.214 | 0.144 | 0.114 | 0.229 | 0.130 | 0.000 | 0.112 | 0.020 | 0.045 | 1.000 | 0.526 | 0.291 | 0.068 | 0.379 | 0.501 |
| wave_3 | 0.113 | 0.185 | 0.058 | 0.052 | 0.023 | 0.009 | 0.000 | 0.028 | 0.060 | 0.026 | 0.027 | 0.071 | 0.070 | 0.015 | 0.032 | 0.012 | 0.010 | 0.035 | 0.028 | 0.041 | 0.018 | 0.042 | 0.035 | 0.014 | 0.071 | 0.046 | 0.000 | 0.527 | 0.036 | 0.017 | 0.060 | 0.005 | 0.054 | 0.054 | 0.047 | 0.018 | 0.037 | 0.033 | 0.012 | 0.000 | 0.025 | 0.003 | 0.111 | 0.526 | 1.000 | 0.330 | 0.272 | 0.328 | 0.308 |
| wave_4 | 0.271 | 0.088 | 0.123 | 0.039 | 0.000 | 0.000 | 0.000 | 0.103 | 0.053 | 0.016 | 0.070 | 0.104 | 0.135 | 0.033 | 0.000 | 0.000 | 0.002 | 0.119 | 0.009 | 0.108 | 0.040 | 0.089 | 0.050 | 0.095 | 0.137 | 0.066 | 0.154 | 0.330 | 0.076 | 0.013 | 0.152 | 0.000 | 0.123 | 0.102 | 0.130 | 0.092 | 0.049 | 0.134 | 0.079 | 0.024 | 0.066 | 0.003 | 0.071 | 0.291 | 0.330 | 1.000 | 0.192 | 0.232 | 0.217 |
| wave_5 | 0.245 | 0.079 | 0.032 | 0.020 | 0.000 | 0.000 | 0.005 | 0.030 | 0.021 | 0.000 | 0.034 | 0.037 | 0.053 | 0.017 | 0.000 | 0.000 | 0.000 | 0.051 | 0.000 | 0.040 | 0.000 | 0.036 | 0.035 | 0.041 | 0.056 | 0.006 | 0.050 | 0.323 | 0.034 | 0.000 | 0.058 | 0.025 | 0.043 | 0.057 | 0.041 | 0.059 | 0.091 | 0.125 | 0.036 | 0.004 | 0.025 | 0.007 | 0.036 | 0.068 | 0.272 | 0.192 | 1.000 | 0.190 | 0.179 |
| wave_6 | 0.090 | 0.121 | 0.049 | 0.020 | 0.015 | 0.016 | 0.008 | 0.059 | 0.041 | 0.013 | 0.045 | 0.067 | 0.081 | 0.012 | 0.000 | 0.023 | 0.021 | 0.070 | 0.019 | 0.070 | 0.029 | 0.054 | 0.044 | 0.055 | 0.080 | 0.022 | 0.072 | 0.411 | 0.052 | 0.013 | 0.081 | 0.012 | 0.070 | 0.050 | 0.050 | 0.030 | 0.005 | 0.059 | 0.033 | 0.000 | 0.026 | 0.000 | 0.017 | 0.379 | 0.328 | 0.232 | 0.190 | 1.000 | 0.216 |
| wave_7 | 0.311 | 0.190 | 0.035 | 0.103 | 0.037 | 0.000 | 0.008 | 0.109 | 0.057 | 0.008 | 0.062 | 0.164 | 0.195 | 0.042 | 0.030 | 0.013 | 0.015 | 0.110 | 0.024 | 0.128 | 0.045 | 0.075 | 0.033 | 0.075 | 0.200 | 0.103 | 0.152 | 0.684 | 0.102 | 0.021 | 0.203 | 0.000 | 0.163 | 0.174 | 0.180 | 0.095 | 0.081 | 0.151 | 0.098 | 0.023 | 0.097 | 0.019 | 0.040 | 0.501 | 0.308 | 0.217 | 0.179 | 0.216 | 1.000 |
| sex | age | num_shots | type_center | vaccinated | icu | inpatient_days | admission_datetime | discharge_datetime | hospital_outcome | death_datetime | delta_days_death | wave_3 | wave_4 | wave_5 | wave_6 | wave_7 | pmhx_activecancer | pmhx_asthma | pmhx_chf | pmhx_chronicliver | pmhx_ckd | pmhx_copd | pmhx_dementia | pmhx_diabetes | pmhx_hld | pmhx_htn | pmhx_ihd | pmhx_obesity | pmhx_stroke | lab_alt | lab_ast | lab_creatinine | lab_crp | lab_ddimer | lab_glucose | lab_hct | lab_hemoglobin | lab_inr | lab_ldh | lab_leukocyte | lab_lymphocyte | lab_lymphocyte_percentage | lab_mch | lab_mcv | lab_neutrophil | lab_neutrophil_percentage | lab_platelet | lab_potassium | lab_rbc | lab_sodium | lab_urea | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 26 | 0 | County Hospital | 0 | 1 | 15 | 2021-07-29 | 2021-08-13 | 0 | NaT | <NA> | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 237.00 | 262.28 | 0.83 | 76.30 | 950.00 | 145.00 | 42.20 | 14.80 | 1.03 | 856.00 | 4.75 | 1.08 | 22.7 | 29.80 | 84.90 | 3.29 | 69.20 | 143.00 | 4.50 | 4.98 | 136.00 | 32.00 |
| 1 | 0 | 50 | 2 | County Hospital | 1 | 0 | 6 | 2022-01-01 | 2022-01-07 | 0 | NaT | <NA> | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 39.76 | 46.06 | 1.19 | 101.05 | 1050.00 | 140.15 | 38.98 | 13.54 | 1.25 | 359.20 | 8.21 | 1.35 | 16.4 | 29.61 | 89.41 | 6.22 | 75.45 | 219.31 | 4.18 | 4.59 | 136.98 | 50.64 |
| 2 | 0 | 22 | 0 | County Hospital | 0 | 0 | 6 | 2021-02-03 | 2021-02-09 | 0 | NaT | <NA> | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 168.00 | 130.93 | 0.86 | 30.50 | 800.00 | 103.00 | 44.20 | 16.30 | 0.87 | 313.00 | 10.84 | 1.09 | 10.1 | 28.10 | 76.20 | 9.04 | 83.40 | 248.00 | 3.80 | 5.79 | 133.00 | 33.00 |
| 3 | 1 | 41 | 0 | County Hospital | 0 | 0 | 10 | 2021-05-29 | 2021-06-08 | 0 | NaT | <NA> | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 45.12 | 51.21 | 0.58 | 215.60 | 890.00 | 118.00 | 44.40 | 14.70 | 0.97 | 448.06 | 12.78 | 0.45 | 3.5 | 28.80 | 86.80 | 11.96 | 93.60 | 220.00 | 3.90 | 5.11 | 134.00 | 20.00 |
| 4 | 0 | 43 | 0 | County Hospital | 0 | 0 | 11 | 2021-05-29 | 2021-06-09 | 0 | NaT | <NA> | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 69.00 | 50.97 | 0.99 | 224.50 | 340.00 | 118.00 | 44.70 | 15.10 | 1.14 | 271.00 | 10.00 | 0.58 | 5.8 | 30.20 | 89.50 | 9.11 | 91.10 | 229.00 | 3.90 | 5.00 | 131.00 | 36.64 |
| 5 | 0 | 78 | 3 | County Hospital | 1 | 0 | 14 | 2022-11-14 | 2022-11-28 | 0 | NaT | <NA> | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 19.00 | 4.48 | 0.83 | 137.30 | 1737.75 | 136.00 | 43.20 | 14.20 | 0.96 | 134.00 | 12.05 | 2.66 | 22.1 | 32.10 | 97.90 | 8.45 | 70.10 | 115.00 | 3.60 | 4.42 | 137.00 | 41.00 |
| 6 | 1 | 56 | 0 | County Hospital | 0 | 1 | 53 | 2021-07-06 | 2021-08-28 | 1 | 2021-08-28 | 53 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 34.00 | 44.35 | 0.78 | 52.00 | 910.00 | 178.00 | 39.00 | 13.10 | 0.96 | 389.00 | 8.74 | 0.82 | 9.4 | 28.70 | 85.70 | 7.42 | 84.90 | 209.00 | 3.20 | 4.55 | 144.00 | 44.00 |
| 7 | 1 | 41 | 0 | County Hospital | 0 | 0 | 4 | 2021-04-08 | 2021-04-12 | 0 | NaT | <NA> | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 10.00 | 6.01 | 0.52 | 39.20 | 1500.00 | 101.00 | 45.30 | 15.30 | 0.93 | 211.00 | 2.58 | 0.96 | 37.4 | 28.70 | 85.10 | 1.26 | 49.00 | 196.00 | 3.70 | 5.31 | 137.00 | 12.00 |
| 8 | 0 | 52 | 0 | County Hospital | 0 | 1 | 42 | 2021-04-14 | 2021-05-26 | 0 | NaT | <NA> | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 141.00 | 158.99 | 0.96 | 77.80 | 340.00 | 178.00 | 45.90 | 15.60 | 0.95 | 640.00 | 6.98 | 1.39 | 19.9 | 29.00 | 85.40 | 5.11 | 73.20 | 188.00 | 3.80 | 5.37 | 132.00 | 26.00 |
| 11 | 0 | 81 | 2 | County Hospital | 1 | 0 | 7 | 2021-10-22 | 2021-10-29 | 0 | NaT | <NA> | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 21.00 | 22.63 | 0.72 | 166.30 | 1910.00 | 121.00 | 40.60 | 13.30 | 1.15 | 313.00 | 6.80 | 1.15 | 16.9 | 30.50 | 92.90 | 5.02 | 73.80 | 322.00 | 3.70 | 4.37 | 134.00 | 19.00 |
| sex | age | num_shots | type_center | vaccinated | icu | inpatient_days | admission_datetime | discharge_datetime | hospital_outcome | death_datetime | delta_days_death | wave_3 | wave_4 | wave_5 | wave_6 | wave_7 | pmhx_activecancer | pmhx_asthma | pmhx_chf | pmhx_chronicliver | pmhx_ckd | pmhx_copd | pmhx_dementia | pmhx_diabetes | pmhx_hld | pmhx_htn | pmhx_ihd | pmhx_obesity | pmhx_stroke | lab_alt | lab_ast | lab_creatinine | lab_crp | lab_ddimer | lab_glucose | lab_hct | lab_hemoglobin | lab_inr | lab_ldh | lab_leukocyte | lab_lymphocyte | lab_lymphocyte_percentage | lab_mch | lab_mcv | lab_neutrophil | lab_neutrophil_percentage | lab_platelet | lab_potassium | lab_rbc | lab_sodium | lab_urea | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 49952 | 0 | 67 | 0 | County Hospital | 0 | 0 | 4 | 2021-01-27 | 2021-01-31 | 0 | NaT | <NA> | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 33.00 | 27.00 | 0.75 | 81.00 | 2233.00 | 237.00 | 37.20 | 12.10 | 1.13 | 243.00 | 9.67 | 1.46 | 15.10 | 28.90 | 89.00 | 7.23 | 74.80 | 309.0 | 5.00 | 4.18 | 137.0 | 21.00 |
| 49955 | 1 | 87 | 2 | County Hospital | 1 | 0 | 3 | 2021-12-29 | 2022-01-01 | 1 | 2022-01-01 | 3 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 40.97 | 51.44 | 1.07 | 122.16 | 410.86 | 161.33 | 38.54 | 13.55 | 1.19 | 405.56 | 8.07 | 1.35 | 15.11 | 29.71 | 86.28 | 6.02 | 76.58 | 210.0 | 4.25 | 4.58 | 121.0 | 28.30 |
| 49956 | 1 | 60 | 0 | County Hospital | 0 | 0 | 35 | 2021-02-26 | 2021-04-02 | 1 | 2021-04-02 | 35 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 25.00 | 77.00 | 1.21 | 260.60 | 5222.00 | 193.00 | 39.20 | 12.70 | 1.56 | 1270.00 | 7.13 | 0.97 | 13.70 | 28.20 | 87.10 | 5.82 | 81.70 | 289.0 | 4.60 | 4.50 | 129.0 | 43.00 |
| 49958 | 0 | 62 | 3 | County Hospital | 1 | 0 | 7 | 2022-08-12 | 2022-08-19 | 0 | NaT | <NA> | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 16.00 | 28.00 | 0.88 | 310.40 | 893.00 | 148.00 | 43.50 | 14.00 | 1.24 | 499.90 | 16.33 | 1.35 | 8.30 | 28.20 | 87.50 | 13.78 | 84.40 | 354.0 | 5.20 | 4.97 | 133.0 | 20.00 |
| 49959 | 0 | 46 | 2 | County Hospital | 1 | 0 | 4 | 2022-01-06 | 2022-01-10 | 0 | NaT | <NA> | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 32.00 | 23.00 | 0.88 | 194.40 | 882.00 | 110.00 | 35.40 | 12.10 | 1.21 | 310.00 | 9.55 | 1.15 | 12.10 | 31.70 | 92.70 | 7.32 | 76.70 | 297.0 | 4.10 | 3.82 | 135.0 | 26.00 |
| 49960 | 1 | 32 | 0 | County Hospital | 0 | 0 | 5 | 2021-05-06 | 2021-05-11 | 0 | NaT | <NA> | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 20.00 | 24.00 | 0.61 | 34.20 | 424.00 | 96.00 | 37.30 | 12.10 | 1.16 | 294.00 | 8.86 | 1.66 | 18.80 | 27.60 | 85.20 | 6.27 | 70.80 | 319.0 | 4.30 | 4.38 | 139.0 | 21.00 |
| 49961 | 1 | 77 | 0 | County Hospital | 0 | 0 | 10 | 2020-12-29 | 2021-01-08 | 0 | NaT | <NA> | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 13.00 | 29.00 | 0.92 | 183.80 | 1116.00 | 98.00 | 46.40 | 14.90 | 1.12 | 360.00 | 3.24 | 0.89 | 27.50 | 31.00 | 96.70 | 2.20 | 68.20 | 162.0 | 4.10 | 4.80 | 134.0 | 23.00 |
| 49965 | 1 | 85 | 3 | County Hospital | 1 | 0 | 6 | 2022-05-18 | 2022-05-24 | 0 | NaT | <NA> | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 0 | 1 | 0 | 11.00 | 14.00 | 1.49 | 193.60 | 1059.00 | 226.00 | 40.20 | 12.30 | 1.32 | 153.00 | 18.14 | 1.45 | 8.00 | 30.80 | 100.80 | 15.65 | 86.30 | 480.0 | 4.30 | 3.99 | 135.0 | 76.29 |
| 49966 | 1 | 84 | 0 | County Hospital | 0 | 0 | 4 | 2021-01-16 | 2021-01-20 | 0 | NaT | <NA> | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 16.00 | 30.00 | 0.88 | 171.40 | 1109.00 | 118.00 | 36.90 | 12.10 | 1.33 | 433.00 | 6.78 | 0.96 | 14.30 | 30.30 | 92.50 | 4.84 | 71.40 | 179.0 | 3.70 | 3.99 | 136.0 | 35.00 |
| 49968 | 1 | 88 | 3 | County Hospital | 1 | 0 | 7 | 2022-06-25 | 2022-07-02 | 0 | NaT | <NA> | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 31.00 | 19.00 | 0.87 | 68.80 | 791.00 | 113.00 | 34.90 | 11.60 | 1.21 | 180.00 | 7.18 | 0.74 | 10.40 | 32.30 | 97.20 | 5.80 | 80.90 | 186.0 | 3.50 | 3.59 | 133.0 | 32.00 |